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BibTeX records: Arno Blaas
@inproceedings{DBLP:conf/icml/GalvezBRGSRBZ23, author = {Borja Rodr{\'{\i}}guez G{\'{a}}lvez and Arno Blaas and Pau Rodr{\'{\i}}guez and Adam Golinski and Xavier Suau and Jason Ramapuram and Dan Busbridge and Luca Zappella}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {29143--29160}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/rodri-guez-galvez23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/GalvezBRGSRBZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SuauDKB0RBZ23, author = {Xavier Suau and Federico Danieli and T. Anderson Keller and Arno Blaas and Chen Huang and Jason Ramapuram and Dan Busbridge and Luca Zappella}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {{DUET:} 2D Structured and Approximately Equivariant Representations}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {32749--32769}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/suau23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SuauDKB0RBZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-16058, author = {Xavier Suau and Federico Danieli and T. Anderson Keller and Arno Blaas and Chen Huang and Jason Ramapuram and Dan Busbridge and Luca Zappella}, title = {{DUET:} 2D Structured and Approximately Equivariant Representations}, journal = {CoRR}, volume = {abs/2306.16058}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.16058}, doi = {10.48550/ARXIV.2306.16058}, eprinttype = {arXiv}, eprint = {2306.16058}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-16058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-10907, author = {Borja Rodr{\'{\i}}guez G{\'{a}}lvez and Arno Blaas and Pau Rodr{\'{\i}}guez and Adam Golinski and Xavier Suau and Jason Ramapuram and Dan Busbridge and Luca Zappella}, title = {The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning}, journal = {CoRR}, volume = {abs/2307.10907}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.10907}, doi = {10.48550/ARXIV.2307.10907}, eprinttype = {arXiv}, eprint = {2307.10907}, timestamp = {Wed, 26 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-10907.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-13040, author = {Jonathan Crabb{\'{e}} and Pau Rodr{\'{\i}}guez and Vaishaal Shankar and Luca Zappella and Arno Blaas}, title = {Robust multimodal models have outlier features and encode more concepts}, journal = {CoRR}, volume = {abs/2310.13040}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.13040}, doi = {10.48550/ARXIV.2310.13040}, eprinttype = {arXiv}, eprint = {2310.13040}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-13040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/PataneBLC0K22, author = {Andrea Patane and Arno Blaas and Luca Laurenti and Luca Cardelli and Stephen Roberts and Marta Kwiatkowska}, title = {Adversarial Robustness Guarantees for Gaussian Processes}, journal = {J. Mach. Learn. Res.}, volume = {23}, pages = {146:1--146:55}, year = {2022}, url = {http://jmlr.org/papers/v23/21-0382.html}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/PataneBLC0K22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/icbinb/2022, editor = {Javier Antor{\'{a}}n and Arno Blaas and Fan Feng and Sahra Ghalebikesabi and Ian Mason and Melanie F. Pradier and David Rohde and Francisco J. R. Ruiz and Aaron Schein}, title = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep Learning Through Empirical Falsification" at NeurIPS 2022 Workshops, 03 December 2022, New Orleans, Louisiana, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {187}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v187/}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/BlaasSRAZ21, author = {Arno Blaas and Xavier Suau and Jason Ramapuram and Nicholas Apostoloff and Luca Zappella}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {Challenges of Adversarial Image Augmentations}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {9--14}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/blaas22a.html}, timestamp = {Thu, 14 Jul 2022 17:31:05 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/BlaasSRAZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lifetech/BuddBHKDSMCK21, author = {Samuel Budd and Arno Blaas and Adrienne Hoarfrost and Kia Khezeli and Krittika D'Silva and Frank Soboczenski and Graham Mackintosh and Nicholas Chia and John Kalantari}, title = {Prototyping {CRISP:} {A} Causal Relation and Inference Search Platform applied to Colorectal Cancer Data}, booktitle = {3rd {IEEE} Global Conference on Life Sciences and Technologies, LifeTech 2021, Nara, Japan, March 9-11, 2021}, pages = {517--521}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/LifeTech52111.2021.9391819}, doi = {10.1109/LIFETECH52111.2021.9391819}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lifetech/BuddBHKDSMCK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WanKRBOD21, author = {Xingchen Wan and Henry Kenlay and Robin Ru and Arno Blaas and Michael A. Osborne and Xiaowen Dong}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Adversarial Attacks on Graph Classifiers via Bayesian Optimisation}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {6983--6996}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/38811c5285e34e2e3319ab7d9f2cfa5b-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WanKRBOD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-02689, author = {Arno Blaas and Stephen J. Roberts}, title = {The Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural Networks}, journal = {CoRR}, volume = {abs/2101.02689}, year = {2021}, url = {https://arxiv.org/abs/2101.02689}, eprinttype = {arXiv}, eprint = {2101.02689}, timestamp = {Sun, 24 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-02689.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-03180, author = {Andrea Patane and Arno Blaas and Luca Laurenti and Luca Cardelli and Stephen J. Roberts and Marta Kwiatkowska}, title = {Adversarial Robustness Guarantees for Gaussian Processes}, journal = {CoRR}, volume = {abs/2104.03180}, year = {2021}, url = {https://arxiv.org/abs/2104.03180}, eprinttype = {arXiv}, eprint = {2104.03180}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-03180.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09777, author = {Kia Khezeli and Arno Blaas and Frank Soboczenski and Nicholas Chia and John Kalantari}, title = {On Invariance Penalties for Risk Minimization}, journal = {CoRR}, volume = {abs/2106.09777}, year = {2021}, url = {https://arxiv.org/abs/2106.09777}, eprinttype = {arXiv}, eprint = {2106.09777}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09777.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-02842, author = {Xingchen Wan and Henry Kenlay and Binxin Ru and Arno Blaas and Michael A. Osborne and Xiaowen Dong}, title = {Adversarial Attacks on Graph Classification via Bayesian Optimisation}, journal = {CoRR}, volume = {abs/2111.02842}, year = {2021}, url = {https://arxiv.org/abs/2111.02842}, eprinttype = {arXiv}, eprint = {2111.02842}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-02842.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-12427, author = {Arno Blaas and Xavier Suau and Jason Ramapuram and Nicholas Apostoloff and Luca Zappella}, title = {Challenges of Adversarial Image Augmentations}, journal = {CoRR}, volume = {abs/2111.12427}, year = {2021}, url = {https://arxiv.org/abs/2111.12427}, eprinttype = {arXiv}, eprint = {2111.12427}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-12427.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BlaasPLCKR20, author = {Arno Blaas and Andrea Patane and Luca Laurenti and Luca Cardelli and Marta Kwiatkowska and Stephen J. Roberts}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Adversarial Robustness Guarantees for Classification with Gaussian Processes}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {3372--3382}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/blaas20a.html}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BlaasPLCKR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RuCBG20, author = {Binxin Ru and Adam D. Cobb and Arno Blaas and Yarin Gal}, title = {BayesOpt Adversarial Attack}, 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=Hkem-lrtvH}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RuCBG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eucc/BlaasMLC19, author = {Arno Blaas and Jos{\'{e}} Mar{\'{\i}}a Manzano and Daniel Lim{\'{o}}n and Jan Calliess}, title = {Localised Kinky Inference}, booktitle = {17th European Control Conference, {ECC} 2019, Naples, Italy, June 25-28, 2019}, pages = {985--992}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/ECC.2019.8796283}, doi = {10.23919/ECC.2019.8796283}, timestamp = {Thu, 11 Feb 2021 14:14:57 +0100}, biburl = {https://dblp.org/rec/conf/eucc/BlaasMLC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11876, author = {Arno Blaas and Luca Laurenti and Andrea Patane and Luca Cardelli and Marta Kwiatkowska and Stephen J. Roberts}, title = {Robustness Quantification for Classification with Gaussian Processes}, journal = {CoRR}, volume = {abs/1905.11876}, year = {2019}, url = {http://arxiv.org/abs/1905.11876}, eprinttype = {arXiv}, eprint = {1905.11876}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sum/BlaasCCR18, author = {Arno Blaas and Adam D. Cobb and Jan{-}Peter Calliess and Stephen J. Roberts}, editor = {Davide Ciucci and Gabriella Pasi and Barbara Vantaggi}, title = {Scalable Bounding of Predictive Uncertainty in Regression Problems with {SLAC}}, booktitle = {Scalable Uncertainty Management - 12th International Conference, {SUM} 2018, Milan, Italy, October 3-5, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11142}, pages = {373--379}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-00461-3\_27}, doi = {10.1007/978-3-030-00461-3\_27}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/sum/BlaasCCR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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