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@article{DBLP:journals/corr/abs-2401-11370,
author = {Christian Cabrera and
Andrei Paleyes and
Neil D. Lawrence},
title = {Self-sustaining Software Systems {(S4):} Towards Improved Interpretability
and Adaptation},
journal = {CoRR},
volume = {abs/2401.11370},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11370},
doi = {10.48550/ARXIV.2401.11370},
eprinttype = {arXiv},
eprint = {2401.11370},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/PaleyesUL23,
author = {Andrei Paleyes and
Raoul{-}Gabriel Urma and
Neil D. Lawrence},
title = {Challenges in Deploying Machine Learning: {A} Survey of Case Studies},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {6},
pages = {114:1--114:29},
year = {2023},
url = {https://doi.org/10.1145/3533378},
doi = {10.1145/3533378},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/PaleyesUL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/VargasTLL23,
author = {Francisco Vargas and
Pierre Thodoroff and
Austen Lamacraft and
Neil D. Lawrence},
title = {Correction: Vargas et al. Solving Schr{\"{o}}dinger Bridges via
Maximum Likelihood. Entropy 2021, 23, 1134},
journal = {Entropy},
volume = {25},
number = {2},
pages = {289},
year = {2023},
url = {https://doi.org/10.3390/e25020289},
doi = {10.3390/E25020289},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/VargasTLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/VargasOFGLN23,
author = {Francisco Vargas and
Andrius Ovsianas and
David Fernandes and
Mark Girolami and
Neil D. Lawrence and
Nikolas N{\"{u}}sken},
title = {Bayesian learning via neural Schr{\"{o}}dinger-F{\"{o}}llmer
flows},
journal = {Stat. Comput.},
volume = {33},
number = {1},
pages = {3},
year = {2023},
url = {https://doi.org/10.1007/s11222-022-10172-5},
doi = {10.1007/S11222-022-10172-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/VargasOFGLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/PaleyesGSL23,
author = {Andrei Paleyes and
Siyuan Guo and
Bernhard Sch{\"{o}}lkopf and
Neil D. Lawrence},
title = {Dataflow graphs as complete causal graphs},
booktitle = {2nd {IEEE/ACM} International Conference on {AI} Engineering - Software
Engineering for AI, {CAIN} 2023, Melbourne, Australia, May 15-16,
2023},
pages = {7--12},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CAIN58948.2023.00010},
doi = {10.1109/CAIN58948.2023.00010},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cain/PaleyesGSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/PaleyesL23,
author = {Andrei Paleyes and
Neil David Lawrence},
editor = {Eiko Yoneki and
Luigi Nardi},
title = {Causal fault localisation in dataflow systems},
booktitle = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
2023, Rome, Italy, 8 May 2023},
pages = {140--147},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3578356.3592593},
doi = {10.1145/3578356.3592593},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/PaleyesL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04810,
author = {Christian Cabrera and
Andrei Paleyes and
Pierre Thodoroff and
Neil D. Lawrence},
title = {Real-world Machine Learning Systems: {A} survey from a Data-Oriented
Architecture Perspective},
journal = {CoRR},
volume = {abs/2302.04810},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04810},
doi = {10.48550/ARXIV.2302.04810},
eprinttype = {arXiv},
eprint = {2302.04810},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04217,
author = {Philipp Berens and
Kyle Cranmer and
Neil D. Lawrence and
Ulrike von Luxburg and
Jessica Montgomery},
title = {{AI} for Science: An Emerging Agenda},
journal = {CoRR},
volume = {abs/2303.04217},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04217},
doi = {10.48550/ARXIV.2303.04217},
eprinttype = {arXiv},
eprint = {2303.04217},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09552,
author = {Andrei Paleyes and
Siyuan Guo and
Bernhard Sch{\"{o}}lkopf and
Neil D. Lawrence},
title = {Dataflow graphs as complete causal graphs},
journal = {CoRR},
volume = {abs/2303.09552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09552},
doi = {10.48550/ARXIV.2303.09552},
eprinttype = {arXiv},
eprint = {2303.09552},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07658,
author = {Aditya Ravuri and
Francisco Vargas and
Vidhi Lalchand and
Neil D. Lawrence},
title = {Dimensionality Reduction as Probabilistic Inference},
journal = {CoRR},
volume = {abs/2304.07658},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07658},
doi = {10.48550/ARXIV.2304.07658},
eprinttype = {arXiv},
eprint = {2304.07658},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11987,
author = {Andrei Paleyes and
Neil D. Lawrence},
title = {Causal fault localisation in dataflow systems},
journal = {CoRR},
volume = {abs/2304.11987},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11987},
doi = {10.48550/ARXIV.2304.11987},
eprinttype = {arXiv},
eprint = {2304.11987},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15691,
author = {Bogdan Ficiu and
Neil D. Lawrence and
Andrei Paleyes},
title = {Automated discovery of trade-off between utility, privacy and fairness
in machine learning models},
journal = {CoRR},
volume = {abs/2311.15691},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15691},
doi = {10.48550/ARXIV.2311.15691},
eprinttype = {arXiv},
eprint = {2311.15691},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LalchandRL22,
author = {Vidhi Lalchand and
Aditya Ravuri and
Neil D. Lawrence},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Generalised {GPLVM} with Stochastic Variational Inference},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {7841--7864},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/lalchand22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LalchandRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiLLC22,
author = {Sijia Li and
Mart{\'{\i}}n L{\'{o}}pez{-}Garc{\'{\i}}a and
Neil D. Lawrence and
Luisa Cutillo},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Two-way Sparse Network Inference for Count Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {10924--10938},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/li22g.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Paleyes0L22,
author = {Andrei Paleyes and
Christian Cabrera and
Neil D. Lawrence},
editor = {Ivica Crnkovic},
title = {An empirical evaluation of flow based programming in the machine learning
deployment context},
booktitle = {Proceedings of the 1st International Conference on {AI} Engineering:
Software Engineering for AI, {CAIN} 2022, Pittsburgh, Pennsylvania,
May 16-17, 2022},
pages = {54--64},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3522664.3528601},
doi = {10.1145/3522664.3528601},
timestamp = {Mon, 24 Jul 2023 10:48:10 +0200},
biburl = {https://dblp.org/rec/conf/cain/Paleyes0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcb/LalchandRDKSLMT22,
author = {Vidhi Lalchand and
Aditya Ravuri and
Emma Dann and
Natsuhiko Kumasaka and
Dinithi Sumanaweera and
Rik G. H. Lindeboom and
Shaista Madad and
Sarah A. Teichmann and
Neil D. Lawrence},
editor = {David A. Knowles and
Sara Mostafavi and
Su{-}In Lee},
title = {Modelling Technical and Biological Effects in scRNA-seq data with
Scalable GPLVMs},
booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {200},
pages = {46--60},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v200/lalchand22a.html},
timestamp = {Tue, 05 Sep 2023 17:08:45 +0200},
biburl = {https://dblp.org/rec/conf/mlcb/LalchandRDKSLMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BellKDL22,
author = {Samuel J. Bell and
Onno Kampman and
Jesse Dodge and
Neil D. Lawrence},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Modeling the Machine Learning Multiverse},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/750337e1301941f81ae31a90e0a1c181-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BellKDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12979,
author = {Vidhi Lalchand and
Aditya Ravuri and
Neil D. Lawrence},
title = {Generalised Gaussian Process Latent Variable Models {(GPLVM)} with
Stochastic Variational Inference},
journal = {CoRR},
volume = {abs/2202.12979},
year = {2022},
url = {https://arxiv.org/abs/2202.12979},
eprinttype = {arXiv},
eprint = {2202.12979},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07912,
author = {Sijia Li and
Mart{\'{\i}}n L{\'{o}}pez{-}Garc{\'{\i}}a and
Neil D. Lawrence and
Luisa Cutillo},
title = {Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count
Data},
journal = {CoRR},
volume = {abs/2203.07912},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07912},
doi = {10.48550/ARXIV.2203.07912},
eprinttype = {arXiv},
eprint = {2203.07912},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12781,
author = {Andrei Paleyes and
Christian Cabrera and
Neil D. Lawrence},
title = {An Empirical Evaluation of Flow Based Programming in the Machine Learning
Deployment Context},
journal = {CoRR},
volume = {abs/2204.12781},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12781},
doi = {10.48550/ARXIV.2204.12781},
eprinttype = {arXiv},
eprint = {2204.12781},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13323,
author = {Samuel J. Bell and
Neil D. Lawrence},
title = {The Effect of Task Ordering in Continual Learning},
journal = {CoRR},
volume = {abs/2205.13323},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13323},
doi = {10.48550/ARXIV.2205.13323},
eprinttype = {arXiv},
eprint = {2205.13323},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05985,
author = {Samuel J. Bell and
Onno Pepijn Kampman and
Jesse Dodge and
Neil D. Lawrence},
title = {Modeling the Machine Learning Multiverse},
journal = {CoRR},
volume = {abs/2206.05985},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05985},
doi = {10.48550/ARXIV.2206.05985},
eprinttype = {arXiv},
eprint = {2206.05985},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06716,
author = {Vidhi Lalchand and
Aditya Ravuri and
Emma Dann and
Natsuhiko Kumasaka and
Dinithi Sumanaweera and
Rik G. H. Lindeboom and
Shaista Madad and
Sarah A. Teichmann and
Neil D. Lawrence},
title = {Modelling Technical and Biological Effects in scRNA-seq data with
Scalable GPLVMs},
journal = {CoRR},
volume = {abs/2209.06716},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06716},
doi = {10.48550/ARXIV.2209.06716},
eprinttype = {arXiv},
eprint = {2209.06716},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16568,
author = {Aditya Ravuri and
Tom R. Andersson and
Ieva Kazlauskaite and
Will Tebbutt and
Richard E. Turner and
J. Scott Hosking and
Neil D. Lawrence and
Markus Kaiser},
title = {Ice Core Dating using Probabilistic Programming},
journal = {CoRR},
volume = {abs/2210.16568},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16568},
doi = {10.48550/ARXIV.2210.16568},
eprinttype = {arXiv},
eprint = {2210.16568},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BerensCLLM22,
author = {Philipp Berens and
Kyle Cranmer and
Neil D. Lawrence and
Ulrike von Luxburg and
Jessica Montgomery},
title = {Machine Learning for Science: Bridging Data-Driven and Mechanistic
Modelling (Dagstuhl Seminar 22382)},
journal = {Dagstuhl Reports},
volume = {12},
number = {9},
pages = {150--199},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.9.150},
doi = {10.4230/DAGREP.12.9.150},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BerensCLLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/VargasTLL21,
author = {Francisco Vargas and
Pierre Thodoroff and
Austen Lamacraft and
Neil D. Lawrence},
title = {Solving Schr{\"{o}}dinger Bridges via Maximum Likelihood},
journal = {Entropy},
volume = {23},
number = {9},
pages = {1134},
year = {2021},
url = {https://doi.org/10.3390/e23091134},
doi = {10.3390/E23091134},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/VargasTLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DamianouLE21,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {86:1--86:51},
year = {2021},
url = {http://jmlr.org/papers/v22/16-179.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DamianouLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SmithAL21,
author = {Michael Thomas Smith and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Differentially Private Regression and Classification with Sparse Gaussian
Processes},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {188:1--188:41},
year = {2021},
url = {http://jmlr.org/papers/v22/19-017.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/SmithAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/preregister/ThodoroffLL21,
author = {Pierre Thodoroff and
Wenyu Li and
Neil D. Lawrence},
editor = {Samuel Albanie and
Jo{\~{a}}o F. Henriques and
Luca Bertinetto and
Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and
Hazel Doughty and
G{\"{u}}l Varol},
title = {Benchmarking Real-Time Reinforcement Learning},
booktitle = {NeurIPS 2021 Workshop on Pre-Registration in Machine Learning, 13
December 2021, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {181},
pages = {26--41},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v181/thodoroff22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/preregister/ThodoroffLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02081,
author = {Francisco Vargas and
Pierre Thodoroff and
Neil D. Lawrence and
Austen Lamacraft},
title = {Solving Schr{\"{o}}dinger Bridges via Maximum Likelihood},
journal = {CoRR},
volume = {abs/2106.02081},
year = {2021},
url = {https://arxiv.org/abs/2106.02081},
eprinttype = {arXiv},
eprint = {2106.02081},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04105,
author = {Andrei Paleyes and
Christian Cabrera and
Neil D. Lawrence},
title = {Exploring the potential of flow-based programming for machine learning
deployment in comparison with service-oriented architectures},
journal = {CoRR},
volume = {abs/2108.04105},
year = {2021},
url = {https://arxiv.org/abs/2108.04105},
eprinttype = {arXiv},
eprint = {2108.04105},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09774,
author = {Corinna Cortes and
Neil D. Lawrence},
title = {Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS
Experiment},
journal = {CoRR},
volume = {abs/2109.09774},
year = {2021},
url = {https://arxiv.org/abs/2109.09774},
eprinttype = {arXiv},
eprint = {2109.09774},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10570,
author = {Samuel J. Bell and
Neil D. Lawrence},
title = {Behavioral Experiments for Understanding Catastrophic Forgetting},
journal = {CoRR},
volume = {abs/2110.10570},
year = {2021},
url = {https://arxiv.org/abs/2110.10570},
eprinttype = {arXiv},
eprint = {2110.10570},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13293,
author = {Andrei Paleyes and
Mark Pullin and
Maren Mahsereci and
Cliff McCollum and
Neil D. Lawrence and
Javier Gonz{\'{a}}lez},
title = {Emulation of physical processes with Emukit},
journal = {CoRR},
volume = {abs/2110.13293},
year = {2021},
url = {https://arxiv.org/abs/2110.13293},
eprinttype = {arXiv},
eprint = {2110.13293},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10510,
author = {Francisco Vargas and
Andrius Ovsianas and
David Fernandes and
Mark Girolami and
Neil D. Lawrence and
Nikolas N{\"{u}}sken},
title = {Bayesian Learning via Neural Schr{\"{o}}dinger-F{\"{o}}llmer
Flows},
journal = {CoRR},
volume = {abs/2111.10510},
year = {2021},
url = {https://arxiv.org/abs/2111.10510},
eprinttype = {arXiv},
eprint = {2111.10510},
timestamp = {Sun, 28 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangLDLY20,
author = {Bei Wang and
Zhichao Li and
Zhenwen Dai and
Neil D. Lawrence and
Xuefeng Yan},
title = {Data-Driven Mode Identification and Unsupervised Fault Detection for
Nonlinear Multimode Processes},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {16},
number = {6},
pages = {3651--3661},
year = {2020},
url = {https://doi.org/10.1109/TII.2019.2942650},
doi = {10.1109/TII.2019.2942650},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/WangLDLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuMXSOLD20,
author = {Shell Xu Hu and
Pablo Garcia Moreno and
Yang Xiao and
Xi Shen and
Guillaume Obozinski and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Empirical Bayes Transductive Meta-Learning with Synthetic Gradients},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Hkg-xgrYvH},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuMXSOLD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12696,
author = {Shell Xu Hu and
Pablo Garcia Moreno and
Yang Xiao and
Xi Shen and
Guillaume Obozinski and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Empirical Bayes Transductive Meta-Learning with Synthetic Gradients},
journal = {CoRR},
volume = {abs/2004.12696},
year = {2020},
url = {https://arxiv.org/abs/2004.12696},
eprinttype = {arXiv},
eprint = {2004.12696},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09926,
author = {Andrei Paleyes and
Raoul{-}Gabriel Urma and
Neil D. Lawrence},
title = {Challenges in Deploying Machine Learning: a Survey of Case Studies},
journal = {CoRR},
volume = {abs/2011.09926},
year = {2020},
url = {https://arxiv.org/abs/2011.09926},
eprinttype = {arXiv},
eprint = {2011.09926},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WangLDLY19,
author = {Bei Wang and
Zhichao Li and
Zhenwen Dai and
Neil D. Lawrence and
Xuefeng Yan},
title = {A probabilistic principal component analysis-based approach in process
monitoring and fault diagnosis with application in wastewater treatment
plant},
journal = {Appl. Soft Comput.},
volume = {82},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2019.105527},
doi = {10.1016/J.ASOC.2019.105527},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/WangLDLY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/SarkkaAL19,
author = {Simo S{\"{a}}rkk{\"{a}} and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Gaussian Process Latent Force Models for Learning and Stochastic Control
of Physical Systems},
journal = {{IEEE} Trans. Autom. Control.},
volume = {64},
number = {7},
pages = {2953--2960},
year = {2019},
url = {https://doi.org/10.1109/TAC.2018.2874749},
doi = {10.1109/TAC.2018.2874749},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/SarkkaAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AhnHDLD19,
author = {Sungsoo Ahn and
Shell Xu Hu and
Andreas C. Damianou and
Neil D. Lawrence and
Zhenwen Dai},
title = {Variational Information Distillation for Knowledge Transfer},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {9163--9171},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Ahn\_Variational\_Information\_Distillation\_for\_Knowledge\_Transfer\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00938},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AhnHDLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FlennerhagMLD19,
author = {Sebastian Flennerhag and
Pablo Garcia Moreno and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Transferring Knowledge across Learning Processes},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HygBZnRctX},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FlennerhagMLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KleinDHLG19,
author = {Aaron Klein and
Zhenwen Dai and
Frank Hutter and
Neil D. Lawrence and
Javier Gonz{\'{a}}lez},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Meta-Surrogate Benchmarking for Hyperparameter Optimization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6267--6277},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0668e20b3c9e9185b04b3d2a9dc8fa2d-Abstract.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KleinDHLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07320,
author = {Kurt Cutajar and
Mark Pullin and
Andreas C. Damianou and
Neil D. Lawrence and
Javier Gonz{\'{a}}lez},
title = {Deep Gaussian Processes for Multi-fidelity Modeling},
journal = {CoRR},
volume = {abs/1903.07320},
year = {2019},
url = {http://arxiv.org/abs/1903.07320},
eprinttype = {arXiv},
eprint = {1903.07320},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-11241,
author = {Neil D. Lawrence},
title = {Data Science and Digital Systems: The 3Ds of Machine Learning Systems
Design},
journal = {CoRR},
volume = {abs/1903.11241},
year = {2019},
url = {http://arxiv.org/abs/1903.11241},
eprinttype = {arXiv},
eprint = {1903.11241},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-11241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05835,
author = {Sungsoo Ahn and
Shell Xu Hu and
Andreas C. Damianou and
Neil D. Lawrence and
Zhenwen Dai},
title = {Variational Information Distillation for Knowledge Transfer},
journal = {CoRR},
volume = {abs/1904.05835},
year = {2019},
url = {http://arxiv.org/abs/1904.05835},
eprinttype = {arXiv},
eprint = {1904.05835},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12982,
author = {Aaron Klein and
Zhenwen Dai and
Frank Hutter and
Neil D. Lawrence and
Javier Gonz{\'{a}}lez},
title = {Meta-Surrogate Benchmarking for Hyperparameter Optimization},
journal = {CoRR},
volume = {abs/1905.12982},
year = {2019},
url = {http://arxiv.org/abs/1905.12982},
eprinttype = {arXiv},
eprint = {1905.12982},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09147,
author = {Michael Thomas Smith and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Differentially Private Regression and Classification with Sparse Gaussian
Processes},
journal = {CoRR},
volume = {abs/1909.09147},
year = {2019},
url = {http://arxiv.org/abs/1909.09147},
eprinttype = {arXiv},
eprint = {1909.09147},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SmithAZL18,
author = {Michael T. Smith and
Mauricio A. {\'{A}}lvarez and
Max Zwiessele and
Neil D. Lawrence},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Differentially Private Regression with Gaussian Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1195--1203},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/smith18a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SmithAZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuGDL18,
author = {Xiaoyu Lu and
Javier Gonz{\'{a}}lez and
Zhenwen Dai and
Neil D. Lawrence},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Structured Variationally Auto-encoded Optimization},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3273--3281},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/lu18c.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuGDL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01061,
author = {Mu Niu and
Pokman Cheung and
Lizhen Lin and
Zhenwen Dai and
Neil D. Lawrence and
David B. Dunson},
title = {Intrinsic Gaussian processes on complex constrained domains},
journal = {CoRR},
volume = {abs/1801.01061},
year = {2018},
url = {http://arxiv.org/abs/1801.01061},
eprinttype = {arXiv},
eprint = {1801.01061},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02010,
author = {Michael Thomas Smith and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Gaussian Process Regression for Binned Data},
journal = {CoRR},
volume = {abs/1809.02010},
year = {2018},
url = {http://arxiv.org/abs/1809.02010},
eprinttype = {arXiv},
eprint = {1809.02010},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01054,
author = {Sebastian Flennerhag and
Pablo Garcia Moreno and
Neil D. Lawrence and
Andreas C. Damianou},
title = {Transferring Knowledge across Learning Processes},
journal = {CoRR},
volume = {abs/1812.01054},
year = {2018},
url = {http://arxiv.org/abs/1812.01054},
eprinttype = {arXiv},
eprint = {1812.01054},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DaiILR17,
author = {Zhenwen Dai and
Mudassar Iqbal and
Neil D. Lawrence and
Magnus Rattray},
title = {Efficient inference for sparse latent variable models of transcriptional
regulation},
journal = {Bioinform.},
volume = {33},
number = {23},
pages = {3776--3783},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx508},
doi = {10.1093/BIOINFORMATICS/BTX508},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/DaiILR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GonzalezDDL17,
author = {Javier Gonz{\'{a}}lez and
Zhenwen Dai and
Andreas C. Damianou and
Neil D. Lawrence},
editor = {Doina Precup and
Yee Whye Teh},
title = {Preferential Bayesian Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1282--1291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gonzalez17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GonzalezDDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GrigorievskiyLS17,
author = {Alexander Grigorievskiy and
Neil D. Lawrence and
Simo S{\"{a}}rkk{\"{a}}},
editor = {Naonori Ueda and
Shinji Watanabe and
Tomoko Matsui and
Jen{-}Tzung Chien and
Jan Larsen},
title = {Parallelizable sparse inverse formulation Gaussian processes (SpInGP)},
booktitle = {27th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2017, Tokyo, Japan, September 25-28, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MLSP.2017.8168130},
doi = {10.1109/MLSP.2017.8168130},
timestamp = {Tue, 30 Jun 2020 10:25:30 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GrigorievskiyLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiAL17,
author = {Zhenwen Dai and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Efficient Modeling of Latent Information in Supervised Learning using
Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5131--5139},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/1680e9fa7b4dd5d62ece800239bb53bd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiAL17,
author = {Zhenwen Dai and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Efficient Modeling of Latent Information in Supervised Learning using
Gaussian Processes},
journal = {CoRR},
volume = {abs/1705.09862},
year = {2017},
url = {http://arxiv.org/abs/1705.09862},
eprinttype = {arXiv},
eprint = {1705.09862},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DaiAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE17,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Manifold Alignment Determination: finding correspondences across different
data views},
journal = {CoRR},
volume = {abs/1701.03449},
year = {2017},
url = {http://arxiv.org/abs/1701.03449},
eprinttype = {arXiv},
eprint = {1701.03449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lawrence17,
author = {Neil D. Lawrence},
title = {Data Readiness Levels},
journal = {CoRR},
volume = {abs/1705.02245},
year = {2017},
url = {http://arxiv.org/abs/1705.02245},
eprinttype = {arXiv},
eprint = {1705.02245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lawrence17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lawrence17a,
author = {Neil D. Lawrence},
title = {Living Together: Mind and Machine Intelligence},
journal = {CoRR},
volume = {abs/1705.07996},
year = {2017},
url = {http://arxiv.org/abs/1705.07996},
eprinttype = {arXiv},
eprint = {1705.07996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lawrence17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05409,
author = {Simo S{\"{a}}rkk{\"{a}} and
Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Gaussian Process Latent Force Models for Learning and Stochastic Control
of Physical Systems},
journal = {CoRR},
volume = {abs/1709.05409},
year = {2017},
url = {http://arxiv.org/abs/1709.05409},
eprinttype = {arXiv},
eprint = {1709.05409},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08717,
author = {Matthias W. Seeger and
Asmus Hetzel and
Zhenwen Dai and
Neil D. Lawrence},
title = {Auto-Differentiating Linear Algebra},
journal = {CoRR},
volume = {abs/1710.08717},
year = {2017},
url = {http://arxiv.org/abs/1710.08717},
eprinttype = {arXiv},
eprint = {1710.08717},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DamianouTL16,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Inference for Latent Variables and Uncertain Inputs in
Gaussian Processes},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {42:1--42:62},
year = {2016},
url = {http://jmlr.org/papers/v17/damianou16a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DamianouTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/DurrandeHRL16,
author = {Nicolas Durrande and
James Hensman and
Magnus Rattray and
Neil D. Lawrence},
title = {Detecting periodicities with Gaussian processes},
journal = {PeerJ Comput. Sci.},
volume = {2},
pages = {e50},
year = {2016},
url = {https://doi.org/10.7717/peerj-cs.50},
doi = {10.7717/PEERJ-CS.50},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerj-cs/DurrandeHRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GonzalezDHL16,
author = {Javier Gonz{\'{a}}lez and
Zhenwen Dai and
Philipp Hennig and
Neil D. Lawrence},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Batch Bayesian Optimization via Local Penalization},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {648--657},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/gonzalez16a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/GonzalezDHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GonzalezOL16,
author = {Javier Gonz{\'{a}}lez and
Michael A. Osborne and
Neil D. Lawrence},
editor = {Arthur Gretton and
Christian C. Robert},
title = {{GLASSES:} Relieving The Myopia Of Bayesian Optimisation},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {790--799},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/gonzalez16b.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/GonzalezOL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SaulHVL16,
author = {Alan D. Saul and
James Hensman and
Aki Vehtari and
Neil D. Lawrence},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Chained Gaussian Processes},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1431--1440},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/saul16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SaulHVL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/RahmanL16,
author = {Muhammad Arifur Rahman and
Neil D. Lawrence},
title = {A Gaussian Process Model for Inferring the Dynamic Transcription Factor
Activity},
booktitle = {Proceedings of the 7th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2016, Seattle,
WA, USA, October 2-5, 2016},
pages = {495--496},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2975167.2985651},
doi = {10.1145/2975167.2985651},
timestamp = {Tue, 06 Nov 2018 16:59:10 +0100},
biburl = {https://dblp.org/rec/conf/bcb/RahmanL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/CamilleriDJLP16,
author = {Daniel Camilleri and
Andreas C. Damianou and
Harry Jackson and
Neil D. Lawrence and
Tony J. Prescott},
editor = {Nathan F. Lepora and
Anna Mura and
Michael Mangan and
Paul F. M. J. Verschure and
Marc P. Y. Desmulliez and
Tony J. Prescott},
title = {iCub Visual Memory Inspector: Visualising the iCub's Thoughts},
booktitle = {Biomimetic and Biohybrid Systems - 5th International Conference, Living
Machines 2016, Edinburgh, UK, July 19-22, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9793},
pages = {48--57},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42417-0\_5},
doi = {10.1007/978-3-319-42417-0\_5},
timestamp = {Sun, 25 Oct 2020 22:45:09 +0100},
biburl = {https://dblp.org/rec/conf/lm/CamilleriDJLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/Martinez-Hernandez16,
author = {Uriel Martinez{-}Hernandez and
Andreas C. Damianou and
Daniel Camilleri and
Luke W. Boorman and
Neil D. Lawrence and
Tony J. Prescott},
title = {An integrated probabilistic framework for robot perception, learning
and memory},
booktitle = {2016 {IEEE} International Conference on Robotics and Biomimetics,
{ROBIO} 2016, Qingdao, China, December 3-7, 2016},
pages = {1796--1801},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ROBIO.2016.7866589},
doi = {10.1109/ROBIO.2016.7866589},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/robio/Martinez-Hernandez16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/DaiDGL15,
author = {Zhenwen Dai and
Andreas C. Damianou and
Javier Gonz{\'{a}}lez and
Neil D. Lawrence},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Variational Auto-encoded Deep Gaussian Processes},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.06455},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DaiDGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MattosDDFBL15,
author = {C{\'{e}}sar Lincoln C. Mattos and
Zhenwen Dai and
Andreas C. Damianou and
Jeremy Forth and
Guilherme A. Barreto and
Neil D. Lawrence},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Recurrent Gaussian Processes},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.06644},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MattosDDFBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE16,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {CoRR},
volume = {abs/1604.04939},
year = {2016},
url = {http://arxiv.org/abs/1604.04939},
eprinttype = {arXiv},
eprint = {1604.04939},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LakeLT16,
author = {Brenden M. Lake and
Neil D. Lawrence and
Joshua B. Tenenbaum},
title = {The Emergence of Organizing Structure in Conceptual Representation},
journal = {CoRR},
volume = {abs/1611.09384},
year = {2016},
url = {http://arxiv.org/abs/1611.09384},
eprinttype = {arXiv},
eprint = {1611.09384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LakeLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SaulHVL16,
author = {Alan D. Saul and
James Hensman and
Aki Vehtari and
Neil D. Lawrence},
title = {Chained Gaussian Processes},
journal = {CoRR},
volume = {abs/1604.05263},
year = {2016},
url = {http://arxiv.org/abs/1604.05263},
eprinttype = {arXiv},
eprint = {1604.05263},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SaulHVL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SmithZL16,
author = {Michael T. Smith and
Max Zwiessele and
Neil D. Lawrence},
title = {Differentially Private Gaussian Processes},
journal = {CoRR},
volume = {abs/1606.00720},
year = {2016},
url = {http://arxiv.org/abs/1606.00720},
eprinttype = {arXiv},
eprint = {1606.00720},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SmithZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YousefiDEL16,
author = {Fariba Yousefi and
Zhenwen Dai and
Carl Henrik Ek and
Neil D. Lawrence},
title = {Unsupervised Learning with Imbalanced Data via Structure Consolidation
Latent Variable Model},
journal = {CoRR},
volume = {abs/1607.00067},
year = {2016},
url = {http://arxiv.org/abs/1607.00067},
eprinttype = {arXiv},
eprint = {1607.00067},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YousefiDEL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerjpre/DurrandeHRL16,
author = {Nicolas Durrande and
James Hensman and
Magnus Rattray and
Neil D. Lawrence},
title = {Detecting periodicities with Gaussian processes},
journal = {PeerJ Prepr.},
volume = {4},
pages = {e1743},
year = {2016},
url = {https://doi.org/10.7287/peerj.preprints.1743v1},
doi = {10.7287/PEERJ.PREPRINTS.1743V1},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerjpre/DurrandeHRL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GambardellaPMBM15,
author = {Gennaro Gambardella and
Ivana Peluso and
Sandro Montefusco and
Mukesh Bansal and
Diego L. Medina and
Neil D. Lawrence and
Diego di Bernardo},
title = {A reverse-engineering approach to dissect post-translational modulators
of transcription factor's activity from transcriptional data},
journal = {{BMC} Bioinform.},
volume = {16},
pages = {279:1--279:9},
year = {2015},
url = {https://doi.org/10.1186/s12859-015-0700-3},
doi = {10.1186/S12859-015-0700-3},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/GambardellaPMBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HensmanRL15,
author = {James Hensman and
Magnus Rattray and
Neil D. Lawrence},
title = {Fast Nonparametric Clustering of Structured Time-Series},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {2},
pages = {383--393},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2318711},
doi = {10.1109/TPAMI.2014.2318711},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HensmanRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/DamianouEBLP15,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Luke Boorman and
Neil D. Lawrence and
Tony J. Prescott},
editor = {Stuart P. Wilson and
Paul F. M. J. Verschure and
Anna Mura and
Tony J. Prescott},
title = {A Top-Down Approach for a Synthetic Autobiographical Memory System},
booktitle = {Biomimetic and Biohybrid Systems - 4th International Conference, Living
Machines 2015, Barcelona, Spain, July 28 - 31, 2015, Proceedings,
1st Edition},
series = {Lecture Notes in Computer Science},
volume = {9222},
pages = {280--292},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22979-9\_28},
doi = {10.1007/978-3-319-22979-9\_28},
timestamp = {Sun, 25 Oct 2020 22:45:08 +0100},
biburl = {https://dblp.org/rec/conf/lm/DamianouEBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PachecoMQL15,
author = {Ricardo Andrade Pacheco and
Martin Gordon Mubangizi and
John A. Quinn and
Neil D. Lawrence},
editor = {Ahlame Douzal Chouakria and
Jos{\'{e}} A. Vilar Fern{\'{a}}ndez and
Pierre{-}Fran{\c{c}}ois Marteau and
Elizabeth Ann Maharaj and
Andr{\'{e}}s M. Alonso Fern{\'{a}}ndez and
Edoardo Otranto and
Maria{-}Irina Nicolae},
title = {Monitoring Short Term Changes of Malaria Incidence in Uganda with
Gaussian Processes},
booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
and Learning on Temporal Data, {AALTD} 2015, co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1425},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1425/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PachecoMQL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PachecoMQL15a,
author = {Ricardo Andrade Pacheco and
Martin Gordon Mubangizi and
John A. Quinn and
Neil D. Lawrence},
editor = {Ahlame Douzal Chouakria and
Jos{\'{e}} A. Vilar Fern{\'{a}}ndez and
Pierre{-}Fran{\c{c}}ois Marteau},
title = {Monitoring Short Term Changes of Infectious Diseases in Uganda with
Gaussian Processes},
booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9785},
pages = {95--110},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-44412-3\_7},
doi = {10.1007/978-3-319-44412-3\_7},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PachecoMQL15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DamianouL15,
author = {Andreas C. Damianou and
Neil D. Lawrence},
editor = {Marina Meila and
Tom Heskes},
title = {Semi-described and semi-supervised learning with Gaussian processes},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {228--237},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/226.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/DamianouL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiHL15,
author = {Zhenwen Dai and
James Hensman and
Neil D. Lawrence},
title = {Spike and Slab Gaussian Process Latent Variable Models},
journal = {CoRR},
volume = {abs/1505.02434},
year = {2015},
url = {http://arxiv.org/abs/1505.02434},
eprinttype = {arXiv},
eprint = {1505.02434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouL15,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Semi-described and semi-supervised learning with Gaussian processes},
journal = {CoRR},
volume = {abs/1509.01168},
year = {2015},
url = {http://arxiv.org/abs/1509.01168},
eprinttype = {arXiv},
eprint = {1509.01168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MainaHMGSRLR14,
author = {Ciira Wa Maina and
Antti Honkela and
Filomena Matarese and
Korbinian Grote and
Hendrik G. Stunnenberg and
George Reid and
Neil D. Lawrence and
Magnus Rattray},
title = {Inference of {RNA} Polymerase {II} Transcription Dynamics from Chromatin
Immunoprecipitation Time Course Data},
journal = {PLoS Comput. Biol.},
volume = {10},
number = {5},
year = {2014},
url = {https://doi.org/10.1371/journal.pcbi.1003598},
doi = {10.1371/JOURNAL.PCBI.1003598},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MainaHMGSRLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CohnPL14,
author = {Trevor Cohn and
Daniel Preotiuc{-}Pietro and
Neil D. Lawrence},
title = {Gaussian Processes for Natural Language Processing},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Tutorial
Abstracts},
pages = {1--3},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-6001},
doi = {10.3115/V1/P14-6001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CohnPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HensmanZL14,
author = {James Hensman and
Max Zwiessele and
Neil D. Lawrence},
title = {Tilted Variational Bayes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {356--364},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/hensman14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HensmanZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PachecoHZL14,
author = {Ricardo Andrade Pacheco and
James Hensman and
Max Zwiessele and
Neil D. Lawrence},
title = {Hybrid Discriminative-Generative Approach with Gaussian Processes},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {47--56},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/andradepacheco14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PachecoHZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TosiHVL14,
author = {Alessandra Tosi and
S{\o}ren Hauberg and
Alfredo Vellido and
Neil D. Lawrence},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Metrics for Probabilistic Geometries},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {800--808},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2516\&proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/TosiHVL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2014,
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiDHL14,
author = {Zhenwen Dai and
Andreas C. Damianou and
James Hensman and
Neil D. Lawrence},
title = {Gaussian Process Models with Parallelization and {GPU} acceleration},
journal = {CoRR},
volume = {abs/1410.4984},
year = {2014},
url = {http://arxiv.org/abs/1410.4984},
eprinttype = {arXiv},
eprint = {1410.4984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiDHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouTL14,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Inference for Uncertainty on the Inputs of Gaussian Process
Models},
journal = {CoRR},
volume = {abs/1409.2287},
year = {2014},
url = {http://arxiv.org/abs/1409.2287},
eprinttype = {arXiv},
eprint = {1409.2287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HensmanRL14,
author = {James Hensman and
Magnus Rattray and
Neil D. Lawrence},
title = {Fast variational inference for nonparametric clustering of structured
time-series},
journal = {CoRR},
volume = {abs/1401.1605},
year = {2014},
url = {http://arxiv.org/abs/1401.1605},
eprinttype = {arXiv},
eprint = {1401.1605},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HensmanRL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TosiHVL14,
author = {Alessandra Tosi and
S{\o}ren Hauberg and
Alfredo Vellido and
Neil D. Lawrence},
title = {Metrics for Probabilistic Geometries},
journal = {CoRR},
volume = {abs/1411.7432},
year = {2014},
url = {http://arxiv.org/abs/1411.7432},
eprinttype = {arXiv},
eprint = {1411.7432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TosiHVL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FusiLBLS13,
author = {Nicol{\'{o}} Fusi and
Christoph Lippert and
Karsten M. Borgwardt and
Neil D. Lawrence and
Oliver Stegle},
title = {Detecting regulatory gene-environment interactions with unmeasured
environmental factors},
journal = {Bioinform.},
volume = {29},
number = {11},
pages = {1382--1389},
year = {2013},
url = {https://doi.org/10.1093/bioinformatics/btt148},
doi = {10.1093/BIOINFORMATICS/BTT148},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/FusiLBLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HensmanLR13,
author = {James Hensman and
Neil D. Lawrence and
Magnus Rattray},
title = {Hierarchical Bayesian modelling of gene expression time series across
irregularly sampled replicates and clusters},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {252},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-252},
doi = {10.1186/1471-2105-14-252},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HensmanLR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HammerKLL13,
author = {Barbara Hammer and
Daniel A. Keim and
Neil D. Lawrence and
Guy Lebanon},
title = {Preface: Intelligent interactive data visualization},
journal = {Data Min. Knowl. Discov.},
volume = {27},
number = {1},
pages = {1--3},
year = {2013},
url = {https://doi.org/10.1007/s10618-013-0309-y},
doi = {10.1007/S10618-013-0309-Y},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HammerKLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/AlvarezLL13,
author = {Mauricio A. {\'{A}}lvarez and
David Luengo and
Neil D. Lawrence},
title = {Linear Latent Force Models Using Gaussian Processes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {11},
pages = {2693--2705},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.86},
doi = {10.1109/TPAMI.2013.86},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/AlvarezLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DamianouL13,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Deep Gaussian Processes},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {207--215},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/damianou13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DamianouL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalaitzisLLZ13,
author = {Alfredo A. Kalaitzis and
John D. Lafferty and
Neil D. Lawrence and
Shuheng Zhou},
title = {The Bigraphical Lasso},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1229--1237},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/kalaitzis13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalaitzisLLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HensmanFL13,
author = {James Hensman and
Nicol{\'{o}} Fusi and
Neil D. Lawrence},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Gaussian Processes for Big Data},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2389\&proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/HensmanFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HensmanFL13,
author = {James Hensman and
Nicol{\'{o}} Fusi and
Neil D. Lawrence},
title = {Gaussian Processes for Big Data},
journal = {CoRR},
volume = {abs/1309.6835},
year = {2013},
url = {http://arxiv.org/abs/1309.6835},
eprinttype = {arXiv},
eprint = {1309.6835},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HensmanFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7393,
author = {Neil D. Lawrence and
Christopher M. Bishop and
Michael I. Jordan},
title = {Mixture Representations for Inference and Learning in Boltzmann Machines},
journal = {CoRR},
volume = {abs/1301.7393},
year = {2013},
url = {http://arxiv.org/abs/1301.7393},
eprinttype = {arXiv},
eprint = {1301.7393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/TitsiasHLR12,
author = {Michalis K. Titsias and
Antti Honkela and
Neil D. Lawrence and
Magnus Rattray},
title = {Identifying targets of multiple co-regulating transcription factors
from expression time-series by Bayesian model comparison},
journal = {{BMC} Syst. Biol.},
volume = {6},
pages = {53},
year = {2012},
url = {https://doi.org/10.1186/1752-0509-6-53},
doi = {10.1186/1752-0509-6-53},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/TitsiasHLR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/AlvarezRL12,
author = {Mauricio A. {\'{A}}lvarez and
Lorenzo Rosasco and
Neil D. Lawrence},
title = {Kernels for Vector-Valued Functions: {A} Review},
journal = {Found. Trends Mach. Learn.},
volume = {4},
number = {3},
pages = {195--266},
year = {2012},
url = {https://doi.org/10.1561/2200000036},
doi = {10.1561/2200000036},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/AlvarezRL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lawrence12,
author = {Neil D. Lawrence},
title = {A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction:
Insights and New Models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1609--1638},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343695},
doi = {10.5555/2503308.2343695},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZabihKLMW12,
author = {Ramin Zabih and
Sing Bing Kang and
Neil D. Lawrence and
Jiri Matas and
Max Welling},
title = {Editor's Note},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {2},
pages = {209--210},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2012.14},
doi = {10.1109/TPAMI.2012.14},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZabihKLMW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZabihKLMW12a,
author = {Ramin Zabih and
Sing Bing Kang and
Neil D. Lawrence and
Jiri Matas and
Max Welling},
title = {Editor's Note},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {5},
pages = {833},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2012.75},
doi = {10.1109/TPAMI.2012.75},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZabihKLMW12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/FusiSL12,
author = {Nicol{\'{o}} Fusi and
Oliver Stegle and
Neil D. Lawrence},
title = {Joint Modelling of Confounding Factors and Prominent Genetic Regulators
Provides Increased Accuracy in Genetical Genomics Studies},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {1},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002330},
doi = {10.1371/JOURNAL.PCBI.1002330},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/FusiSL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/PenfoldBLG12,
author = {Christopher A. Penfold and
Paul E. Brown and
Neil D. Lawrence and
Alastair S. H. Goldman},
title = {Modeling Meiotic Chromosomes Indicates a Size Dependent Contribution
of Telomere Clustering and Chromosome Rigidity to Homologue Juxtaposition},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {5},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002496},
doi = {10.1371/JOURNAL.PCBI.1002496},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/PenfoldBLG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Lazaro-GredillaVL12,
author = {Miguel L{\'{a}}zaro{-}Gredilla and
Steven Van Vaerenbergh and
Neil D. Lawrence},
title = {Overlapping Mixtures of Gaussian Processes for the data association
problem},
journal = {Pattern Recognit.},
volume = {45},
number = {4},
pages = {1386--1395},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.10.004},
doi = {10.1016/J.PATCOG.2011.10.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Lazaro-GredillaVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DamianouETL12,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/94.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DamianouETL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalaitzisL12,
author = {Alfredo A. Kalaitzis and
Neil D. Lawrence},
title = {Residual Components Analysis},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/114.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalaitzisL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HensmanRL12,
author = {James Hensman and
Magnus Rattray and
Neil D. Lawrence},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Fast Variational Inference in the Conjugate Exponential Family},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2897--2905},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/50905d7b2216bfeccb5b41016357176b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HensmanRL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LawrenceG12,
author = {Neil D. Lawrence and
Mark A. Girolami},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Preface},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/lawrence/lawrence.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LawrenceG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2012,
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4560,
author = {Alfredo A. Kalaitzis and
Neil D. Lawrence},
title = {Residual Component Analysis: Generalising {PCA} for more flexible
inference in linear-Gaussian models},
journal = {CoRR},
volume = {abs/1206.4560},
year = {2012},
url = {http://arxiv.org/abs/1206.4560},
eprinttype = {arXiv},
eprint = {1206.4560},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4610,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
journal = {CoRR},
volume = {abs/1206.4610},
year = {2012},
url = {http://arxiv.org/abs/1206.4610},
eprinttype = {arXiv},
eprint = {1206.4610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5162,
author = {James Hensman and
Magnus Rattray and
Neil D. Lawrence},
title = {Fast Variational Inference in the Conjugate Exponential Family},
journal = {CoRR},
volume = {abs/1206.5162},
year = {2012},
url = {http://arxiv.org/abs/1206.5162},
eprinttype = {arXiv},
eprint = {1206.5162},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0358,
author = {Andreas C. Damianou and
Neil D. Lawrence},
title = {Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/1211.0358},
year = {2012},
url = {http://arxiv.org/abs/1211.0358},
eprinttype = {arXiv},
eprint = {1211.0358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HonkelaGRRL11,
author = {Antti Honkela and
Pei Gao and
Jonatan Ropponen and
Magnus Rattray and
Neil D. Lawrence},
title = {tigre: Transcription factor inference through gaussian process reconstruction
of expression for bioconductor},
journal = {Bioinform.},
volume = {27},
number = {7},
pages = {1026--1027},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr057},
doi = {10.1093/BIOINFORMATICS/BTR057},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/HonkelaGRRL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KalaitzisL11,
author = {Alfredo A. Kalaitzis and
Neil D. Lawrence},
title = {A Simple Approach to Ranking Differentially Expressed Gene Expression
Time Courses through Gaussian Process Regression},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {180},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-180},
doi = {10.1186/1471-2105-12-180},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/KalaitzisL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlvarezL11,
author = {Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
title = {Computationally Efficient Convolved Multiple Output Gaussian Processes},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1459--1500},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021048},
doi = {10.5555/1953048.2021048},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlvarezL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DamianouTL11,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Variational Gaussian Process Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2510--2518},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/af4732711661056eadbf798ba191272a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DamianouTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StegleLMLB11,
author = {Oliver Stegle and
Christoph Lippert and
Joris M. Mooij and
Neil D. Lawrence and
Karsten M. Borgwardt},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Efficient inference in matrix-variate Gaussian models with {\textbackslash}iid
observation noise},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {630--638},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/a732804c8566fc8f498947ea59a841f8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StegleLMLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Lawrence11,
author = {Neil D. Lawrence},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Spectral Dimensionality Reduction via Maximum Entropy},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {51--59},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/lawrence11a/lawrence11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4333,
author = {Alfredo A. Kalaitzis and
Neil D. Lawrence},
title = {Residual Component Analysis},
journal = {CoRR},
volume = {abs/1106.4333},
year = {2011},
url = {http://arxiv.org/abs/1106.4333},
eprinttype = {arXiv},
eprint = {1106.4333},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-6251,
author = {Mauricio A. {\'{A}}lvarez and
Lorenzo Rosasco and
Neil D. Lawrence},
title = {Kernels for Vector-Valued Functions: a Review},
journal = {CoRR},
volume = {abs/1106.6251},
year = {2011},
url = {http://arxiv.org/abs/1106.6251},
eprinttype = {arXiv},
eprint = {1106.6251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-6251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-2699,
author = {Mauricio A. {\'{A}}lvarez and
David Luengo and
Neil D. Lawrence},
title = {Linear Latent Force Models using Gaussian Processes},
journal = {CoRR},
volume = {abs/1107.2699},
year = {2011},
url = {http://arxiv.org/abs/1107.2699},
eprinttype = {arXiv},
eprint = {1107.2699},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-2699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-4985,
author = {Andreas C. Damianou and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Variational Gaussian Process Dynamical Systems},
journal = {CoRR},
volume = {abs/1107.4985},
year = {2011},
url = {http://arxiv.org/abs/1107.4985},
eprinttype = {arXiv},
eprint = {1107.4985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-4985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-3372,
author = {Miguel L{\'{a}}zaro{-}Gredilla and
Steven Van Vaerenbergh and
Neil D. Lawrence},
title = {Overlapping Mixtures of Gaussian Processes for the Data Association
Problem},
journal = {CoRR},
volume = {abs/1108.3372},
year = {2011},
url = {http://arxiv.org/abs/1108.3372},
eprinttype = {arXiv},
eprint = {1108.3372},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-3372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AsifRGLRS10,
author = {Hafiz Muhammad Shahzad Asif and
Matthew D. Rolfe and
Jeffrey Green and
Neil D. Lawrence and
Magnus Rattray and
Guido Sanguinetti},
title = {TFInfer: a tool for probabilistic inference of transcription factor
activities},
journal = {Bioinform.},
volume = {26},
number = {20},
pages = {2635--2636},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq469},
doi = {10.1093/BIOINFORMATICS/BTQ469},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/AsifRGLRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/HonkelaGGLFLR10,
author = {Antti Honkela and
Charles Girardot and
Eleanor Hilary Gustafson and
Ya{-}Hsin Liu and
Eileen E. M. Furlong and
Neil D. Lawrence and
Magnus Rattray},
title = {Model-based method for transcription factor target identification
with limited data},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {107},
number = {17},
pages = {7793--7798},
year = {2010},
url = {https://doi.org/10.1073/pnas.0914285107},
doi = {10.1073/PNAS.0914285107},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/HonkelaGGLFLR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/MaSCLL10,
author = {Yi Ma and
Fei Sha and
Lawrence Carin and
Gilad Lerman and
Neil D. Lawrence},
title = {Invited Talk Abstracts},
booktitle = {Manifold Learning and Its Applications, Papers from the 2010 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010},
series = {{AAAI} Technical Report},
volume = {{FS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2373},
timestamp = {Thu, 29 May 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/MaSCLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlvarezPSL10,
author = {Mauricio A. {\'{A}}lvarez and
Jan Peters and
Bernhard Sch{\"{o}}lkopf and
Neil D. Lawrence},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Switched Latent Force Models for Movement Segmentation},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {55--63},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/3a029f04d76d32e79367c4b3255dda4d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AlvarezPSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AlvarezLTL10,
author = {Mauricio A. {\'{A}}lvarez and
David Luengo and
Michalis K. Titsias and
Neil D. Lawrence},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Efficient Multioutput Gaussian Processes through Variational Inducing
Kernels},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {25--32},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/alvarez10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlvarezLTL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TitsiasL10,
author = {Michalis K. Titsias and
Neil D. Lawrence},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Gaussian Process Latent Variable Model},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {844--851},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/titsias10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TitsiasL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/10/LawrenceR10,
author = {Neil D. Lawrence and
Magnus Rattray},
editor = {Neil D. Lawrence and
Mark A. Girolami and
Magnus Rattray and
Guido Sanguinetti},
title = {A Brief Introduction to Bayesian Inference},
booktitle = {Learning and Inference in Computational Systems Biology},
series = {Computational molecular biology},
pages = {97--116},
publisher = {{MIT} Press},
year = {2010},
timestamp = {Fri, 15 May 2020 12:36:51 +0200},
biburl = {https://dblp.org/rec/books/mit/10/LawrenceR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/10/LawrenceRGT10,
author = {Neil D. Lawrence and
Magnus Rattray and
Pei Gao and
Michalis K. Titsias},
editor = {Neil D. Lawrence and
Mark A. Girolami and
Magnus Rattray and
Guido Sanguinetti},
title = {Gaussian Processes for Missing Species in Biochemical Systems},
booktitle = {Learning and Inference in Computational Systems Biology},
series = {Computational molecular biology},
pages = {231--252},
publisher = {{MIT} Press},
year = {2010},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/mit/10/LawrenceRGT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/mit/10/LGRS2010,
editor = {Neil D. Lawrence and
Mark A. Girolami and
Magnus Rattray and
Guido Sanguinetti},
title = {Learning and Inference in Computational Systems Biology},
series = {Computational molecular biology},
publisher = {{MIT} Press},
year = {2010},
url = {https://mitpress.mit.edu/books/learning-and-inference-computational-systems-biology},
isbn = {978-0-262-01386-4},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/mit/10/LGRS2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-4830,
author = {Neil D. Lawrence},
title = {A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction},
journal = {CoRR},
volume = {abs/1010.4830},
year = {2010},
url = {http://arxiv.org/abs/1010.4830},
eprinttype = {arXiv},
eprint = {1010.4830},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-4830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/PearsonLSMLR09,
author = {Richard D. Pearson and
Xuejun Liu and
Guido Sanguinetti and
Marta Milo and
Neil D. Lawrence and
Magnus Rattray},
title = {puma: a Bioconductor package for propagating uncertainty in microarray
analysis},
journal = {{BMC} Bioinform.},
volume = {10},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-211},
doi = {10.1186/1471-2105-10-211},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/PearsonLSMLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DarbyLCFL09,
author = {John Darby and
Baihua Li and
Nicholas Costen and
David J. Fleet and
Neil D. Lawrence},
editor = {Andrea Cavallaro and
Simon Prince and
Daniel C. Alexander},
title = {Backing Off: Hierarchical Decomposition of Activity for 3D Novel Pose
Recovery},
booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September
7-10, 2009. Proceedings},
pages = {1--11},
publisher = {British Machine Vision Association},
year = {2009},
url = {https://doi.org/10.5244/C.23.11},
doi = {10.5244/C.23.11},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/DarbyLCFL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceU09,
author = {Neil D. Lawrence and
Raquel Urtasun},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Non-linear matrix factorization with Gaussian processes},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {601--608},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553452},
doi = {10.1145/1553374.1553452},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LawrenceU09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AlvarezLL09,
author = {Mauricio A. {\'{A}}lvarez and
David Luengo and
Neil D. Lawrence},
editor = {David A. Van Dyk and
Max Welling},
title = {Latent Force Models},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {9--16},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/alvarez09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlvarezLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccb/GaoHRL08,
author = {Pei Gao and
Antti Honkela and
Magnus Rattray and
Neil D. Lawrence},
title = {Gaussian process modelling of latent chemical species: applications
to inferring transcription factor activities},
booktitle = {ECCB'08 Proceedings, Seventh European Conference on Computational
Biology, 22-26 September 2008, Cagliari, Italy},
pages = {70--75},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn278},
doi = {10.1093/BIOINFORMATICS/BTN278},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccb/GaoHRL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UrtasunFGPDL08,
author = {Raquel Urtasun and
David J. Fleet and
Andreas Geiger and
Jovan Popovic and
Trevor Darrell and
Neil D. Lawrence},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Topologically-constrained latent variable models},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1080--1087},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390292},
doi = {10.1145/1390156.1390292},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/UrtasunFGPDL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi/EkRTRL08,
author = {Carl Henrik Ek and
Jonathan Rihan and
Philip H. S. Torr and
Gr{\'{e}}gory Rogez and
Neil D. Lawrence},
editor = {Andrei Popescu{-}Belis and
Rainer Stiefelhagen},
title = {Ambiguity Modeling in Latent Spaces},
booktitle = {Machine Learning for Multimodal Interaction, 5th International Workshop,
{MLMI} 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5237},
pages = {62--73},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85853-9\_6},
doi = {10.1007/978-3-540-85853-9\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/mlmi/EkRTRL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlvarezL08,
author = {Mauricio A. {\'{A}}lvarez and
Neil D. Lawrence},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Sparse Convolved Gaussian Processes for Multi-output Regression},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {57--64},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/149e9677a5989fd342ae44213df68868-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AlvarezL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CalderheadGL08,
author = {Ben Calderhead and
Mark A. Girolami and
Neil D. Lawrence},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Accelerating Bayesian Inference over Nonlinear Differential Equations
with Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {217--224},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/07563a3fe3bbe7e3ba84431ad9d055af-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CalderheadGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TitsiasLR08,
author = {Michalis K. Titsias and
Neil D. Lawrence and
Magnus Rattray},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Efficient Sampling for Gaussian Process Inference using Control Variables},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1681--1688},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/5487315b1286f907165907aa8fc96619-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TitsiasLR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/EciolazaALKF07,
author = {Luka Eciolaza and
Muhammad Alkarouri and
Neil D. Lawrence and
Visakan Kadirkamanathan and
Peter J. Fleming},
title = {Gaussian Process Latent Variable Models for Fault Detection},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2007, part of the {IEEE} Symposium Series
on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April
2007},
pages = {287--292},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CIDM.2007.368886},
doi = {10.1109/CIDM.2007.368886},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/EciolazaALKF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humo/UrtasunFL07,
author = {Raquel Urtasun and
David J. Fleet and
Neil D. Lawrence},
editor = {Ahmed M. Elgammal and
Bodo Rosenhahn and
Reinhard Klette},
title = {Modeling Human Locomotion with Topologically Constrained Latent Variable
Models},
booktitle = {Human Motion - Understanding, Modeling, Capture and Animation, Second
Workshop, Human Motion 2007, Rio de Janeiro, Brazil, October 20, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4814},
pages = {104--118},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75703-0\_8},
doi = {10.1007/978-3-540-75703-0\_8},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/humo/UrtasunFL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceM07,
author = {Neil D. Lawrence and
Andrew J. Moore},
editor = {Zoubin Ghahramani},
title = {Hierarchical Gaussian process latent variable models},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {481--488},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273557},
doi = {10.1145/1273496.1273557},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LawrenceM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FerrisFL07,
author = {Brian Ferris and
Dieter Fox and
Neil D. Lawrence},
editor = {Manuela M. Veloso},
title = {WiFi-SLAM Using Gaussian Process Latent Variable Models},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2480--2485},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/399.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FerrisFL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/LaidlerCL07,
author = {Jonathan Laidler and
Martin Cooke and
Neil D. Lawrence},
title = {Model-driven detection of clean speech patches in noise},
booktitle = {{INTERSPEECH} 2007, 8th Annual Conference of the International Speech
Communication Association, Antwerp, Belgium, August 27-31, 2007},
pages = {922--925},
publisher = {{ISCA}},
year = {2007},
url = {https://doi.org/10.21437/Interspeech.2007-333},
doi = {10.21437/INTERSPEECH.2007-333},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/LaidlerCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi/EkTL07,
author = {Carl Henrik Ek and
Philip H. S. Torr and
Neil D. Lawrence},
editor = {Andrei Popescu{-}Belis and
Steve Renals and
Herv{\'{e}} Bourlard},
title = {Gaussian Process Latent Variable Models for Human Pose Estimation},
booktitle = {Machine Learning for Multimodal Interaction , 4th International Workshop,
{MLMI} 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4892},
pages = {132--143},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78155-4\_12},
doi = {10.1007/978-3-540-78155-4\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/mlmi/EkTL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Lawrence07,
author = {Neil D. Lawrence},
editor = {Marina Meila and
Xiaotong Shen},
title = {Learning for Larger Datasets with the Gaussian Process Latent Variable
Model},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {243--250},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/lawrence07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:journals/jmlr/2006gpp,
editor = {Neil D. Lawrence and
Anton Schwaighofer and
Joaquin Qui{\~{n}}onero Candela},
title = {Gaussian Processes in Practice, Bletchley Park, Bletchley, UK, June
12-13, 2006},
series = {{JMLR} Proceedings},
volume = {1},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v1/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/2006gpp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/RattrayLSML06,
author = {Magnus Rattray and
Xuejun Liu and
Guido Sanguinetti and
Marta Milo and
Neil D. Lawrence},
title = {Propagating uncertainty in microarray data analysis},
journal = {Briefings Bioinform.},
volume = {7},
number = {1},
pages = {37--47},
year = {2006},
url = {https://doi.org/10.1093/bib/bbk003},
doi = {10.1093/BIB/BBK003},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/RattrayLSML06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiuMLR06,
author = {Xuejun Liu and
Marta Milo and
Neil D. Lawrence and
Magnus Rattray},
title = {Probe-level measurement error improves accuracy in detecting differential
gene expression},
journal = {Bioinform.},
volume = {22},
number = {17},
pages = {2107--2113},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl361},
doi = {10.1093/BIOINFORMATICS/BTL361},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiuMLR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SanguinettiLR06,
author = {Guido Sanguinetti and
Neil D. Lawrence and
Magnus Rattray},
title = {Probabilistic inference of transcription factor concentrations and
gene-specific regulatory activities},
journal = {Bioinform.},
volume = {22},
number = {22},
pages = {2775--2781},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl473},
doi = {10.1093/BIOINFORMATICS/BTL473},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SanguinettiLR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SanguinettiRL06,
author = {Guido Sanguinetti and
Magnus Rattray and
Neil D. Lawrence},
title = {A probabilistic dynamical model for quantitative inference of the
regulatory mechanism of transcription},
journal = {Bioinform.},
volume = {22},
number = {14},
pages = {1753--1759},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl154},
doi = {10.1093/BIOINFORMATICS/BTL154},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SanguinettiRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CentenoL06,
author = {Tonatiuh Pe{\~{n}}a Centeno and
Neil D. Lawrence},
title = {Optimising Kernel Parameters and Regularisation Coefficients for Non-linear
Discriminant Analysis},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {455--491},
year = {2006},
url = {http://jmlr.org/papers/v7/centeno06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CentenoL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cmsb/SanguinettiRL06,
author = {Guido Sanguinetti and
Magnus Rattray and
Neil D. Lawrence},
editor = {Corrado Priami},
title = {Identifying Submodules of Cellular Regulatory Networks},
booktitle = {Computational Methods in Systems Biology, International Conference,
{CMSB} 2006, Trento, Italy, October 18-19, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4210},
pages = {155--168},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11885191\_11},
doi = {10.1007/11885191\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cmsb/SanguinettiRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KingL06,
author = {Nathaniel John King and
Neil D. Lawrence},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Fast Variational Inference for Gaussian Process Models Through KL-Correction},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {270--281},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_28},
doi = {10.1007/11871842\_28},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KingL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SanguinettiL06,
author = {Guido Sanguinetti and
Neil D. Lawrence},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Missing Data in Kernel {PCA}},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {751--758},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_76},
doi = {10.1007/11871842\_76},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SanguinettiL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceC06,
author = {Neil D. Lawrence and
Joaquin Qui{\~{n}}onero Candela},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Local distance preservation in the {GP-LVM} through back constraints},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {513--520},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143909},
doi = {10.1145/1143844.1143909},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/LawrenceC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawrenceSR06,
author = {Neil D. Lawrence and
Guido Sanguinetti and
Magnus Rattray},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Modelling transcriptional regulation using Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {785--792},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/f42c7f9c8aeab0fc412031e192e2119d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LawrenceSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/06/LawrenceJ06,
author = {Neil D. Lawrence and
Michael I. Jordan},
editor = {Olivier Chapelle and
Bernhard Sch{\"{o}}lkopf and
Alexander Zien},
title = {Gaussian Processes and the Null-Category Noise Model},
booktitle = {Semi-Supervised Learning},
pages = {136--150},
publisher = {The {MIT} Press},
year = {2006},
url = {https://doi.org/10.7551/mitpress/9780262033589.003.0008},
doi = {10.7551/MITPRESS/9780262033589.003.0008},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/mit/06/LawrenceJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiuMLR05,
author = {Xuejun Liu and
Marta Milo and
Neil D. Lawrence and
Magnus Rattray},
title = {A tractable probabilistic model for Affymetrix probe-level analysis
across multiple chips},
journal = {Bioinform.},
volume = {21},
number = {18},
pages = {3637--3644},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti583},
doi = {10.1093/BIOINFORMATICS/BTI583},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiuMLR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SanguinettiMRL05,
author = {Guido Sanguinetti and
Marta Milo and
Magnus Rattray and
Neil D. Lawrence},
title = {Accounting for probe-level noise in principal component analysis of
microarray data},
journal = {Bioinform.},
volume = {21},
number = {19},
pages = {3748--3754},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti617},
doi = {10.1093/BIOINFORMATICS/BTI617},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SanguinettiMRL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TippingL05,
author = {Michael E. Tipping and
Neil D. Lawrence},
title = {Variational inference for Student-\emph{t} models: Robust Bayesian
interpolation and generalised component analysis},
journal = {Neurocomputing},
volume = {69},
number = {1-3},
pages = {123--141},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2005.02.016},
doi = {10.1016/J.NEUCOM.2005.02.016},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/TippingL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lawrence05,
author = {Neil D. Lawrence},
title = {Probabilistic Non-linear Principal Component Analysis with Gaussian
Process Latent Variable Models},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1783--1816},
year = {2005},
url = {http://jmlr.org/papers/v6/lawrence05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HifnyRL05,
author = {Yasser Hifny and
Steve Renals and
Neil D. Lawrence},
title = {A hybrid Maxent/HMM based {ASR} system},
booktitle = {{INTERSPEECH} 2005 - Eurospeech, 9th European Conference on Speech
Communication and Technology, Lisbon, Portugal, September 4-8, 2005},
pages = {3017--3020},
publisher = {{ISCA}},
year = {2005},
url = {https://doi.org/10.21437/Interspeech.2005-143},
doi = {10.21437/INTERSPEECH.2005-143},
timestamp = {Thu, 22 Jun 2023 16:42:16 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HifnyRL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsmml/2004,
editor = {Joab R. Winkler and
Mahesan Niranjan and
Neil D. Lawrence},
title = {Deterministic and Statistical Methods in Machine Learning, First International
Workshop, Sheffield, UK, September 7-10, 2004, Revised Lectures},
series = {Lecture Notes in Computer Science},
volume = {3635},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11559887},
doi = {10.1007/11559887},
isbn = {3-540-29073-7},
timestamp = {Thu, 26 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsmml/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LawrenceMNRS04,
author = {Neil D. Lawrence and
Marta Milo and
Mahesan Niranjan and
Penny Rashbass and
Stephan Soullier},
title = {Reducing the variability in cDNA microarray image processing by Bayesian
inference},
journal = {Bioinform.},
volume = {20},
number = {4},
pages = {518--526},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/btg438},
doi = {10.1093/BIOINFORMATICS/BTG438},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/LawrenceMNRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsmml/LawrencePJ04,
author = {Neil D. Lawrence and
John C. Platt and
Michael I. Jordan},
editor = {Joab R. Winkler and
Mahesan Niranjan and
Neil D. Lawrence},
title = {Extensions of the Informative Vector Machine},
booktitle = {Deterministic and Statistical Methods in Machine Learning, First International
Workshop, Sheffield, UK, September 7-10, 2004, Revised Lectures},
series = {Lecture Notes in Computer Science},
volume = {3635},
pages = {56--87},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/11559887\_4},
doi = {10.1007/11559887\_4},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsmml/LawrencePJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Abdel-HaleemRL04,
author = {Yasser H. Abdel{-}Haleem and
Steve Renals and
Neil D. Lawrence},
title = {Acoustic space dimensionality selection and combination using the
maximum entropy principle},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {637--640},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1327191},
doi = {10.1109/ICASSP.2004.1327191},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Abdel-HaleemRL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceP04,
author = {Neil D. Lawrence and
John C. Platt},
editor = {Carla E. Brodley},
title = {Learning to learn with the informative vector machine},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015382},
doi = {10.1145/1015330.1015382},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LawrenceP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawrenceJ04,
author = {Neil D. Lawrence and
Michael I. Jordan},
title = {Semi-supervised Learning via Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {753--760},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/d3fad7d3634dbfb61018813546edbccb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LawrenceJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SeegerWL03,
author = {Matthias W. Seeger and
Christopher K. I. Williams and
Neil D. Lawrence},
editor = {Christopher M. Bishop and
Brendan J. Frey},
title = {Fast Forward Selection to Speed Up Sparse Gaussian Process Regression},
booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6,
2003},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2003},
url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/176.pdf},
timestamp = {Wed, 06 May 2015 20:33:21 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SeegerWL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VermaakLP03,
author = {Jaco Vermaak and
Neil D. Lawrence and
Patrick P{\'{e}}rez},
title = {Variational Inference for Visual Tracking},
booktitle = {2003 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2003), 16-22 June 2003, Madison, WI, {USA}},
pages = {773--780},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CVPR.2003.1211431},
doi = {10.1109/CVPR.2003.1211431},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VermaakLP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lawrence03,
author = {Neil D. Lawrence},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Gaussian Process Latent Variable Models for Visualisation of High
Dimensional Data},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {329--336},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/9657c1fffd38824e5ab0472e022e577e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Lawrence03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/LawrenceMNRS03,
author = {Neil D. Lawrence and
Marta Milo and
Mahesan Niranjan and
Penny Rashbass and
Stephan Soullier},
title = {Bayesian processing of microarray images},
booktitle = {{NNSP} 2003, {IEEE} {XIII} Workshop on Neural Networks for Signal
Processing, Toulouse, France, September 17-19, 2003},
pages = {71--80},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/NNSP.2003.1318005},
doi = {10.1109/NNSP.2003.1318005},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/LawrenceMNRS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/TippingL03,
author = {Michael E. Tipping and
Neil D. Lawrence},
title = {A variational approach to robust Bayesian interpolation},
booktitle = {{NNSP} 2003, {IEEE} {XIII} Workshop on Neural Networks for Signal
Processing, Toulouse, France, September 17-19, 2003},
pages = {229--238},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/NNSP.2003.1318022},
doi = {10.1109/NNSP.2003.1318022},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/TippingL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawrenceSH02,
author = {Neil D. Lawrence and
Matthias W. Seeger and
Ralf Herbrich},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Fast Sparse Gaussian Process Methods: The Informative Vector Machine},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {609--616},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/d4dd111a4fd973394238aca5c05bebe3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LawrenceSH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LernerL01,
author = {Boaz Lerner and
Neil D. Lawrence},
title = {A Comparison of State-of-the-Art Classification Techniques with Application
to Cytogenetics},
journal = {Neural Comput. Appl.},
volume = {10},
number = {1},
pages = {39--47},
year = {2001},
url = {https://doi.org/10.1007/s005210170016},
doi = {10.1007/S005210170016},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LernerL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lawrence01,
author = {Neil D. Lawrence},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Variational Learning for Multi-Layer Networks of Linear Threshold
Units},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/lawrence141.pdf},
timestamp = {Thu, 21 Jun 2018 07:20:57 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lawrence01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotos/RowstronLB01,
author = {Antony I. T. Rowstron and
Neil D. Lawrence and
Christopher M. Bishop},
title = {Probabilistic Modelling of Replica Divergence},
booktitle = {Proceedings of HotOS-VIII: 8th Workshop on Hot Topics in Operating
Systems, May 20-23, 2001, Elmau/Oberbayern, Germany},
pages = {55--60},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/HOTOS.2001.990061},
doi = {10.1109/HOTOS.2001.990061},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hotos/RowstronLB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceS01,
author = {Neil D. Lawrence and
Bernhard Sch{\"{o}}lkopf},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Estimating a Kernel Fisher Discriminant in the Presence of Label Noise},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {306--313},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/LawrenceS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawrenceRBT01,
author = {Neil D. Lawrence and
Antony I. T. Rowstron and
Christopher M. Bishop and
M. J. Taylor},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Optimising Synchronisation Times for Mobile Devices},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1401--1408},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/253614bbac999b38b5b60cae531c4969-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LawrenceRBT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirn/Lawrence01,
author = {Neil D. Lawrence},
editor = {Roberto Tagliaferri and
Maria Marinaro},
title = {Note Relevance Determination},
booktitle = {Proceedings of the 12th Italian Workshop on Neural Nets, {WIRN} {VIETRI}
2001, Vietri sul Mare, Salerno, Italy, May 17-19, 2001},
series = {Perspectives in Neural Computing},
pages = {128--133},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/978-1-4471-0219-9\_11},
doi = {10.1007/978-1-4471-0219-9\_11},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wirn/Lawrence01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LawrenceBJ98,
author = {Neil D. Lawrence and
Christopher M. Bishop and
Michael I. Jordan},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Mixture Representations for Inference and Learning in Boltzmann Machines},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {320--327},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=263\&proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LawrenceBJ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BishopLJJ97,
author = {Christopher M. Bishop and
Neil D. Lawrence and
Tommi S. Jaakkola and
Michael I. Jordan},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Approximating Posterior Distributions in Belief Networks Using Mixtures},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {416--422},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1392-approximating-posterior-distributions-in-belief-networks-using-mixtures},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BishopLJJ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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