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ORCIDBibTeX records: Larry A. Wasserman
@article{DBLP:journals/corr/abs-2309-07261,
author = {Jin{-}Hong Du and
Larry A. Wasserman and
Kathryn Roeder},
title = {Simultaneous inference for generalized linear models with unmeasured
confounders},
journal = {CoRR},
volume = {abs/2309.07261},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07261},
doi = {10.48550/ARXIV.2309.07261},
eprinttype = {arXiv},
eprint = {2309.07261},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/DuanRW22,
author = {Boyan Duan and
Aaditya Ramdas and
Larry A. Wasserman},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Interactive rank testing by betting},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {201--235},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/duan22a.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/DuanRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05092,
author = {Isabella Verdinelli and
Larry A. Wasserman},
title = {Forest Guided Smoothing},
journal = {CoRR},
volume = {abs/2103.05092},
year = {2021},
url = {https://arxiv.org/abs/2103.05092},
eprinttype = {arXiv},
eprint = {2103.05092},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09254,
author = {Robin Dunn and
Larry A. Wasserman and
Aaditya Ramdas},
title = {Universal Inference Meets Random Projections: {A} Scalable Test for
Log-concavity},
journal = {CoRR},
volume = {abs/2111.09254},
year = {2021},
url = {https://arxiv.org/abs/2111.09254},
eprinttype = {arXiv},
eprint = {2111.09254},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/KimSCRW20,
author = {Jisu Kim and
Jaehyeok Shin and
Fr{\'{e}}d{\'{e}}ric Chazal and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Sergio Cabello and
Danny Z. Chen},
title = {Homotopy Reconstruction via the Cech Complex and the Vietoris-Rips
Complex},
booktitle = {36th International Symposium on Computational Geometry, SoCG 2020,
June 23-26, 2020, Z{\"{u}}rich, Switzerland},
series = {LIPIcs},
volume = {164},
pages = {54:1--54:19},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2020},
url = {https://doi.org/10.4230/LIPIcs.SoCG.2020.54},
doi = {10.4230/LIPICS.SOCG.2020.54},
timestamp = {Wed, 16 Jun 2021 12:02:54 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/KimSCRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanRW20,
author = {Boyan Duan and
Aaditya Ramdas and
Larry A. Wasserman},
title = {Familywise Error Rate Control by Interactive Unmasking},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2720--2729},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/duan20d.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuanRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimKZKCW20,
author = {Kwangho Kim and
Jisu Kim and
Manzil Zaheer and
Joon Sik Kim and
Fr{\'{e}}d{\'{e}}ric Chazal and
Larry A. Wasserman},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {PLLay: Efficient Topological Layer based on Persistent Landscapes},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/b803a9254688e259cde2ec0361c8abe4-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KimKZKCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02778,
author = {Kwangho Kim and
Jisu Kim and
Joon Sik Kim and
Fr{\'{e}}d{\'{e}}ric Chazal and
Larry A. Wasserman},
title = {Efficient Topological Layer based on Persistent Landscapes},
journal = {CoRR},
volume = {abs/2002.02778},
year = {2020},
url = {https://arxiv.org/abs/2002.02778},
eprinttype = {arXiv},
eprint = {2002.02778},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14781,
author = {Tuo Zhao and
Han Liu and
Kathryn Roeder and
John Lafferty and
Larry A. Wasserman},
title = {The huge Package for High-dimensional Undirected Graph Estimation
in {R}},
journal = {CoRR},
volume = {abs/2006.14781},
year = {2020},
url = {https://arxiv.org/abs/2006.14781},
eprinttype = {arXiv},
eprint = {2006.14781},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocg/KimRW19,
author = {Jisu Kim and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Minimax rates for estimating the dimension of a manifold},
journal = {J. Comput. Geom.},
volume = {10},
number = {1},
pages = {42--95},
year = {2019},
url = {https://doi.org/10.20382/jocg.v10i1a3},
doi = {10.20382/JOCG.V10I1A3},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocg/KimRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimSRW19,
author = {Jisu Kim and
Jaehyeok Shin and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Uniform Convergence Rate of the Kernel Density Estimator Adaptive
to Intrinsic Volume Dimension},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3398--3407},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kim19e.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimSRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06955,
author = {Jisu Kim and
Jaehyeok Shin and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Nerve Theorem on a Positive Reach set},
journal = {CoRR},
volume = {abs/1903.06955},
year = {2019},
url = {http://arxiv.org/abs/1903.06955},
eprinttype = {arXiv},
eprint = {1903.06955},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09460,
author = {Yotam Hechtlinger and
Barnab{\'{a}}s P{\'{o}}czos and
Larry A. Wasserman},
title = {Cautious Deep Learning},
journal = {CoRR},
volume = {abs/1805.09460},
year = {2018},
url = {http://arxiv.org/abs/1805.09460},
eprinttype = {arXiv},
eprint = {1805.09460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChazalFLMRW17,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Fasy and
Fabrizio Lecci and
Bertrand Michel and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Robust Topological Inference: Distance To a Measure and Kernel Distance},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {159:1--159:40},
year = {2017},
url = {http://jmlr.org/papers/v18/15-484.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChazalFLMRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalakrishnanW17,
author = {Sivaraman Balakrishnan and
Larry A. Wasserman},
title = {Hypothesis Testing For Densities and High-Dimensional Multinomials:
Sharp Local Minimax Rates},
journal = {CoRR},
volume = {abs/1706.10003},
year = {2017},
url = {http://arxiv.org/abs/1706.10003},
eprinttype = {arXiv},
eprint = {1706.10003},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalakrishnanW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06120,
author = {Sivaraman Balakrishnan and
Larry A. Wasserman},
title = {Hypothesis Testing for High-Dimensional Multinomials: {A} Selective
Review},
journal = {CoRR},
volume = {abs/1712.06120},
year = {2017},
url = {http://arxiv.org/abs/1712.06120},
eprinttype = {arXiv},
eprint = {1712.06120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/RamdasISW16,
author = {Aaditya Ramdas and
David Isenberg and
Aarti Singh and
Larry A. Wasserman},
title = {Minimax lower bounds for linear independence testing},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {965--969},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541442},
doi = {10.1109/ISIT.2016.7541442},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/RamdasISW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimCBRW16,
author = {Jisu Kim and
Yen{-}Chi Chen and
Sivaraman Balakrishnan and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Statistical Inference for Cluster Trees},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1831--1839},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/a9b7ba70783b617e9998dc4dd82eb3c5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimCBRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamdasISW16,
author = {Aaditya Ramdas and
David Isenberg and
Aarti Singh and
Larry A. Wasserman},
title = {Minimax Lower Bounds for Linear Independence Testing},
journal = {CoRR},
volume = {abs/1601.06259},
year = {2016},
url = {http://arxiv.org/abs/1601.06259},
eprinttype = {arXiv},
eprint = {1601.06259},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamdasISW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamdasSW16,
author = {Aaditya Ramdas and
Aarti Singh and
Larry A. Wasserman},
title = {Classification Accuracy as a Proxy for Two Sample Testing},
journal = {CoRR},
volume = {abs/1602.02210},
year = {2016},
url = {http://arxiv.org/abs/1602.02210},
eprinttype = {arXiv},
eprint = {1602.02210},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamdasSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KimRW16,
author = {Jisu Kim and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Minimax Rates for Estimating the Dimension of a Manifold},
journal = {CoRR},
volume = {abs/1605.01011},
year = {2016},
url = {http://arxiv.org/abs/1605.01011},
eprinttype = {arXiv},
eprint = {1605.01011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KimRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SadinleLW16,
author = {Mauricio Sadinle and
Jing Lei and
Larry A. Wasserman},
title = {Least Ambiguous Set-Valued Classifiers with Bounded Error Levels},
journal = {CoRR},
volume = {abs/1609.00451},
year = {2016},
url = {http://arxiv.org/abs/1609.00451},
eprinttype = {arXiv},
eprint = {1609.00451},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SadinleLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/LeiRW15,
author = {Jing Lei and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {A conformal prediction approach to explore functional data},
journal = {Ann. Math. Artif. Intell.},
volume = {74},
number = {1-2},
pages = {29--43},
year = {2015},
url = {https://doi.org/10.1007/s10472-013-9366-6},
doi = {10.1007/S10472-013-9366-6},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/LeiRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ZhangPWPTX15,
author = {Yiye Zhang and
Rema Padman and
Larry A. Wasserman and
Nirav Patel and
Pradip Teredesai and
Qizhi Xie},
title = {On Clinical Pathway Discovery from Electronic Health Record Data},
journal = {{IEEE} Intell. Syst.},
volume = {30},
number = {1},
pages = {70--75},
year = {2015},
url = {https://doi.org/10.1109/MIS.2015.14},
doi = {10.1109/MIS.2015.14},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/ZhangPWPTX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocg/ChazalFLRW15,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Stochastic convergence of persistence landscapes and silhouettes},
journal = {J. Comput. Geom.},
volume = {6},
number = {2},
pages = {140--161},
year = {2015},
url = {https://doi.org/10.20382/jocg.v6i2a8},
doi = {10.20382/JOCG.V6I2A8},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocg/ChazalFLRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RamdasRPSW15,
author = {Aaditya Ramdas and
Sashank Jakkam Reddi and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
editor = {Blai Bonet and
Sven Koenig},
title = {On the Decreasing Power of Kernel and Distance Based Nonparametric
Hypothesis Tests in High Dimensions},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3571--3577},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9692},
doi = {10.1609/AAAI.V29I1.9692},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RamdasRPSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AzizyanSW15,
author = {Martin Azizyan and
Aarti Singh and
Larry A. Wasserman},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian
Mixtures},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/azizyan15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AzizyanSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KrishnamurthyKP15,
author = {Akshay Krishnamurthy and
Kirthevasan Kandasamy and
Barnab{\'{a}}s P{\'{o}}czos and
Larry A. Wasserman},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {On Estimating {L22} Divergence},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/krishnamurthy15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KrishnamurthyKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ReddiRPSW15,
author = {Sashank J. Reddi and
Aaditya Ramdas and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {On the High Dimensional Power of a Linear-Time Two Sample Test under
Mean-shift Alternatives},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/reddi15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ReddiRPSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChazalFLMRW15,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Fasy and
Fabrizio Lecci and
Bertrand Michel and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Francis R. Bach and
David M. Blei},
title = {Subsampling Methods for Persistent Homology},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2143--2151},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/chazal15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChazalFLMRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/FuXDW15,
author = {Mutian Fu and
Guangyu Xia and
Roger B. Dannenberg and
Larry A. Wasserman},
editor = {Meinard M{\"{u}}ller and
Frans Wiering},
title = {A Statistical View on the Expressive Timing of Piano Rolled Chords},
booktitle = {Proceedings of the 16th International Society for Music Information
Retrieval Conference, {ISMIR} 2015, M{\'{a}}laga, Spain, October
26-30, 2015},
pages = {578--583},
year = {2015},
url = {http://ismir2015.uma.es/articles/73\_Paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/FuXDW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenGHW15,
author = {Yen{-}Chi Chen and
Christopher R. Genovese and
Shirley Ho and
Larry A. Wasserman},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Optimal Ridge Detection using Coverage Risk},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {316--324},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0aa1883c6411f7873cb83dacb17b0afc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenGHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KandasamyKPWR15,
author = {Kirthevasan Kandasamy and
Akshay Krishnamurthy and
Barnab{\'{a}}s P{\'{o}}czos and
Larry A. Wasserman and
James M. Robins},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Nonparametric von Mises Estimators for Entropies, Divergences and
Mutual Informations},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {397--405},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/06138bc5af6023646ede0e1f7c1eac75-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KandasamyKPWR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AzizyanCSW15,
author = {Martin Azizyan and
Yen{-}Chi Chen and
Aarti Singh and
Larry A. Wasserman},
title = {Risk Bounds For Mode Clustering},
journal = {CoRR},
volume = {abs/1505.00482},
year = {2015},
url = {http://arxiv.org/abs/1505.00482},
eprinttype = {arXiv},
eprint = {1505.00482},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AzizyanCSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamdasPSW15,
author = {Aaditya Ramdas and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {An Analysis of Active Learning With Uniform Feature Noise},
journal = {CoRR},
volume = {abs/1505.04215},
year = {2015},
url = {http://arxiv.org/abs/1505.04215},
eprinttype = {arXiv},
eprint = {1505.04215},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamdasPSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamdasRPSW15,
author = {Aaditya Ramdas and
Sashank J. Reddi and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance
based High Dimensional Two Sample Testing},
journal = {CoRR},
volume = {abs/1508.00655},
year = {2015},
url = {http://arxiv.org/abs/1508.00655},
eprinttype = {arXiv},
eprint = {1508.00655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamdasRPSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LecciRW14,
author = {Fabrizio Lecci and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Statistical analysis of metric graph reconstruction},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3425--3446},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697074},
doi = {10.5555/2627435.2697074},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LecciRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RamdasPSW14,
author = {Aaditya Ramdas and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {An Analysis of Active Learning with Uniform Feature Noise},
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 = {805--813},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/ramdas14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RamdasPSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ZhangPW14,
author = {Yiye Zhang and
Rema Padman and
Larry A. Wasserman},
title = {On Learning and Visualizing Practice-based Clinical Pathways for Chronic
Kidney Disease},
booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 15-19, 2014},
publisher = {{AMIA}},
year = {2014},
url = {https://knowledge.amia.org/56638-amia-1.1540970/t-007-1.1543793/f-007-1.1543794/a-622-1.1543801/a-623-1.1543798},
timestamp = {Wed, 17 Apr 2024 11:47:48 +0200},
biburl = {https://dblp.org/rec/conf/amia/ZhangPW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/ChazalFLRW14,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Alessandro Rinaldo and
Larry A. Wasserman},
editor = {Siu{-}Wing Cheng and
Olivier Devillers},
title = {Stochastic Convergence of Persistence Landscapes and Silhouettes},
booktitle = {30th Annual Symposium on Computational Geometry, SoCG'14, Kyoto, Japan,
June 08 - 11, 2014},
pages = {474},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2582112.2582128},
doi = {10.1145/2582112.2582128},
timestamp = {Mon, 14 Jun 2021 16:39:30 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/ChazalFLRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrishnamurthyKPW14,
author = {Akshay Krishnamurthy and
Kirthevasan Kandasamy and
Barnab{\'{a}}s P{\'{o}}czos and
Larry A. Wasserman},
title = {Nonparametric Estimation of Renyi Divergence and Friends},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {919--927},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/krishnamurthy14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KrishnamurthyKPW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenGW14,
author = {Yen{-}Chi Chen and
Christopher R. Genovese and
Larry A. Wasserman},
title = {Generalized Mode and Ridge Estimation},
journal = {CoRR},
volume = {abs/1406.1803},
year = {2014},
url = {http://arxiv.org/abs/1406.1803},
eprinttype = {arXiv},
eprint = {1406.1803},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChazalFLMRW14,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Bertrand Michel and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Subsampling Methods for Persistent Homology},
journal = {CoRR},
volume = {abs/1406.1901},
year = {2014},
url = {http://arxiv.org/abs/1406.1901},
eprinttype = {arXiv},
eprint = {1406.1901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChazalFLMRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ReddiRPSW14,
author = {Sashank J. Reddi and
Aaditya Ramdas and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {Kernel MMD, the Median Heuristic and Distance Correlation in High
Dimensions},
journal = {CoRR},
volume = {abs/1406.2083},
year = {2014},
url = {http://arxiv.org/abs/1406.2083},
eprinttype = {arXiv},
eprint = {1406.2083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ReddiRPSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KandasamyKPWR14,
author = {Kirthevasan Kandasamy and
Akshay Krishnamurthy and
Barnab{\'{a}}s P{\'{o}}czos and
Larry A. Wasserman and
James M. Robins},
title = {Influence Functions for Machine Learning: Nonparametric Estimators
for Entropies, Divergences and Mutual Informations},
journal = {CoRR},
volume = {abs/1411.4342},
year = {2014},
url = {http://arxiv.org/abs/1411.4342},
eprinttype = {arXiv},
eprint = {1411.4342},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KandasamyKPWR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamdasRPSW14,
author = {Aaditya Ramdas and
Sashank J. Reddi and
Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Larry A. Wasserman},
title = {On the High-dimensional Power of Linear-time Kernel Two-Sample Testing
under Mean-difference Alternatives},
journal = {CoRR},
volume = {abs/1411.6314},
year = {2014},
url = {http://arxiv.org/abs/1411.6314},
eprinttype = {arXiv},
eprint = {1411.6314},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamdasRPSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChazalFLMRW14a,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Bertrand Michel and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Robust Topological Inference: Distance To a Measure and Kernel Distance},
journal = {CoRR},
volume = {abs/1412.7197},
year = {2014},
url = {http://arxiv.org/abs/1412.7197},
eprinttype = {arXiv},
eprint = {1412.7197},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChazalFLMRW14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HallRW13,
author = {Rob Hall and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Differential privacy for functions and functional data},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {703--727},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502603},
doi = {10.5555/2567709.2502603},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HallRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/HallWR13,
author = {Robert J. Hall and
Larry A. Wasserman and
Alessandro Rinaldo},
title = {Random Differential Privacy},
journal = {J. Priv. Confidentiality},
volume = {4},
number = {2},
year = {2013},
url = {https://doi.org/10.29012/jpc.v4i2.621},
doi = {10.29012/JPC.V4I2.621},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpc/HallWR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PoczosSRW13,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Aarti Singh and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Distribution-Free Distribution Regression},
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 = {507--515},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/poczos13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PoczosSRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AzizyanSW13,
author = {Martin Azizyan and
Aarti Singh and
Larry A. Wasserman},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Minimax Theory for High-dimensional Gaussian Mixtures with Sparse
Mean Separation},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2139--2147},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/456ac9b0d15a8b7f1e71073221059886-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AzizyanSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalakrishnanNRSW13,
author = {Sivaraman Balakrishnan and
Srivatsan Narayanan and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Cluster Trees on Manifolds},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2679--2687},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/cd758e8f59dfdf06a852adad277986ca-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalakrishnanNRSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2286,
author = {John D. Lafferty and
Larry A. Wasserman},
title = {Iterative Markov Chain Monte Carlo Computation of Reference Priors
and Minimax Risk},
journal = {CoRR},
volume = {abs/1301.2286},
year = {2013},
url = {http://arxiv.org/abs/1301.2286},
eprinttype = {arXiv},
eprint = {1301.2286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-0082,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
title = {Distribution-Free Distribution Regression},
journal = {CoRR},
volume = {abs/1302.0082},
year = {2013},
url = {http://arxiv.org/abs/1302.0082},
eprinttype = {arXiv},
eprint = {1302.0082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-0082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6452,
author = {Jing Lei and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {A Conformal Prediction Approach to Explore Functional Data},
journal = {CoRR},
volume = {abs/1302.6452},
year = {2013},
url = {http://arxiv.org/abs/1302.6452},
eprinttype = {arXiv},
eprint = {1302.6452},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-7117,
author = {Sivaraman Balakrishnan and
Brittany Fasy and
Fabrizio Lecci and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
title = {Statistical Inference For Persistent Homology},
journal = {CoRR},
volume = {abs/1303.7117},
year = {2013},
url = {http://arxiv.org/abs/1303.7117},
eprinttype = {arXiv},
eprint = {1303.7117},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-7117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-1212,
author = {Fabrizio Lecci and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Statistical Analysis of Metric Graph Reconstruction},
journal = {CoRR},
volume = {abs/1305.1212},
year = {2013},
url = {http://arxiv.org/abs/1305.1212},
eprinttype = {arXiv},
eprint = {1305.1212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-1212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AzizyanSW13,
author = {Martin Azizyan and
Aarti Singh and
Larry A. Wasserman},
title = {Minimax Theory for High-dimensional Gaussian Mixtures with Sparse
Mean Separation},
journal = {CoRR},
volume = {abs/1306.2035},
year = {2013},
url = {http://arxiv.org/abs/1306.2035},
eprinttype = {arXiv},
eprint = {1306.2035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AzizyanSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalakrishnanNRSW13,
author = {Sivaraman Balakrishnan and
Srivatsan Narayanan and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
title = {Cluster Trees on Manifolds},
journal = {CoRR},
volume = {abs/1307.6515},
year = {2013},
url = {http://arxiv.org/abs/1307.6515},
eprinttype = {arXiv},
eprint = {1307.6515},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalakrishnanNRSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalakrishnanRSW13,
author = {Sivaraman Balakrishnan and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
title = {Tight Lower Bounds for Homology Inference},
journal = {CoRR},
volume = {abs/1307.7666},
year = {2013},
url = {http://arxiv.org/abs/1307.7666},
eprinttype = {arXiv},
eprint = {1307.7666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalakrishnanRSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WassermanKR13,
author = {Larry A. Wasserman and
Mladen Kolar and
Alessandro Rinaldo},
title = {Estimating Undirected Graphs Under Weak Assumptions},
journal = {CoRR},
volume = {abs/1309.6933},
year = {2013},
url = {http://arxiv.org/abs/1309.6933},
eprinttype = {arXiv},
eprint = {1309.6933},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WassermanKR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChazalFLRSW13,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Alessandro Rinaldo and
Aarti Singh and
Larry A. Wasserman},
title = {On the Bootstrap for Persistence Diagrams and Landscapes},
journal = {CoRR},
volume = {abs/1311.0376},
year = {2013},
url = {http://arxiv.org/abs/1311.0376},
eprinttype = {arXiv},
eprint = {1311.0376},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChazalFLRSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChazalFLRW13,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Brittany Terese Fasy and
Fabrizio Lecci and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Stochastic Convergence of Persistence Landscapes and Silhouettes},
journal = {CoRR},
volume = {abs/1312.0308},
year = {2013},
url = {http://arxiv.org/abs/1312.0308},
eprinttype = {arXiv},
eprint = {1312.0308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChazalFLRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenGW13,
author = {Yen{-}Chi Chen and
Christopher R. Genovese and
Larry A. Wasserman},
title = {Uncertainty Measures and Limiting Distributions for Filament Estimation},
journal = {CoRR},
volume = {abs/1312.2098},
year = {2013},
url = {http://arxiv.org/abs/1312.2098},
eprinttype = {arXiv},
eprint = {1312.2098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GenovesePVW13,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Nonparametric Inference For Density Modes},
journal = {CoRR},
volume = {abs/1312.7567},
year = {2013},
url = {http://arxiv.org/abs/1312.7567},
eprinttype = {arXiv},
eprint = {1312.7567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GenovesePVW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RinaldoSNW12,
author = {Alessandro Rinaldo and
Aarti Singh and
Rebecca Nugent and
Larry A. Wasserman},
title = {Stability of density-based clustering},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {905--948},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503309},
doi = {10.5555/2503308.2503309},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RinaldoSNW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoLRLW12,
author = {Tuo Zhao and
Han Liu and
Kathryn Roeder and
John D. Lafferty and
Larry A. Wasserman},
title = {The huge Package for High-dimensional Undirected Graph Estimation
in {R}},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1059--1062},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343681},
doi = {10.5555/2503308.2343681},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoLRLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GenovesePVW12,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Minimax Manifold Estimation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1263--1291},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343687},
doi = {10.5555/2503308.2343687},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GenovesePVW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GenoveseJWY12,
author = {Christopher R. Genovese and
Jiashun Jin and
Larry A. Wasserman and
Zhigang Yao},
title = {A Comparison of the Lasso and Marginal Regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2107--2143},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343712},
doi = {10.5555/2503308.2343712},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GenoveseJWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/Wasserman12,
author = {Larry A. Wasserman},
title = {Minimaxity, Statistical Thinking and Differential Privacy},
journal = {J. Priv. Confidentiality},
volume = {4},
number = {1},
year = {2012},
url = {https://doi.org/10.29012/jpc.v4i1.611},
doi = {10.29012/JPC.V4I1.611},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpc/Wasserman12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHYLW12,
author = {Han Liu and
Fang Han and
Ming Yuan and
John D. Lafferty and
Larry A. Wasserman},
title = {High Dimensional Semiparametric Gaussian Copula Graphical Models},
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/707.pdf},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuHYLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLW12,
author = {Han Liu and
John D. Lafferty and
Larry A. Wasserman},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Exponential Concentration for Mutual Information Estimation with Application
to Forests},
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 = {2546--2554},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/c8ba76c279269b1c6bc8a07e38e78fa4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BalakrishnanRSSW12,
author = {Sivaraman Balakrishnan and
Alessandro Rinaldo and
Don Sheehy and
Aarti Singh and
Larry A. Wasserman},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Minimax rates for homology inference},
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},
pages = {64--72},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/balakrishnan12a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BalakrishnanRSSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-0794,
author = {John D. Lafferty and
Han Liu and
Larry A. Wasserman},
title = {Sparse Nonparametric Graphical Models},
journal = {CoRR},
volume = {abs/1201.0794},
year = {2012},
url = {http://arxiv.org/abs/1201.0794},
eprinttype = {arXiv},
eprint = {1201.0794},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-0794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2570,
author = {Rob Hall and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Differential Privacy for Functions and Functional Data},
journal = {CoRR},
volume = {abs/1203.2570},
year = {2012},
url = {http://arxiv.org/abs/1203.2570},
eprinttype = {arXiv},
eprint = {1203.2570},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-5422,
author = {Jing Lei and
Larry A. Wasserman},
title = {Distribution Free Prediction Bands},
journal = {CoRR},
volume = {abs/1203.5422},
year = {2012},
url = {http://arxiv.org/abs/1203.5422},
eprinttype = {arXiv},
eprint = {1203.5422},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-5422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-1685,
author = {Martin Azizyan and
Aarti Singh and
Larry A. Wasserman},
title = {Density-Sensitive Semisupervised Inference},
journal = {CoRR},
volume = {abs/1204.1685},
year = {2012},
url = {http://arxiv.org/abs/1204.1685},
eprinttype = {arXiv},
eprint = {1204.1685},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-1685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuHYLW12,
author = {Han Liu and
Fang Han and
Ming Yuan and
John D. Lafferty and
Larry A. Wasserman},
title = {The Nonparanormal {SKEPTIC}},
journal = {CoRR},
volume = {abs/1206.6488},
year = {2012},
url = {http://arxiv.org/abs/1206.6488},
eprinttype = {arXiv},
eprint = {1206.6488},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuHYLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-5156,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Nonparametric Ridge Estimation},
journal = {CoRR},
volume = {abs/1212.5156},
year = {2012},
url = {http://arxiv.org/abs/1212.5156},
eprinttype = {arXiv},
eprint = {1212.5156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-5156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuXGGLW11,
author = {Han Liu and
Min Xu and
Haijie Gu and
Anupam Gupta and
John D. Lafferty and
Larry A. Wasserman},
title = {Forest Density Estimation},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {907--951},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021032},
doi = {10.5555/1953048.2021032},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuXGGLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KolarLW11,
author = {Mladen Kolar and
John D. Lafferty and
Larry A. Wasserman},
title = {Union Support Recovery in Multi-task Learning},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2415--2435},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021079},
doi = {10.5555/1953048.2021079},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolarLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-4540,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Manifold Estimation and Singular Deconvolution Under Hausdorff Loss},
journal = {CoRR},
volume = {abs/1109.4540},
year = {2011},
url = {http://arxiv.org/abs/1109.4540},
eprinttype = {arXiv},
eprint = {1109.4540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-4540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-1418,
author = {Jing Lei and
James M. Robins and
Larry A. Wasserman},
title = {Efficient Nonparametric Conformal Prediction Regions},
journal = {CoRR},
volume = {abs/1111.1418},
year = {2011},
url = {http://arxiv.org/abs/1111.1418},
eprinttype = {arXiv},
eprint = {1111.1418},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-1418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-2680,
author = {Rob Hall and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Random Differential Privacy},
journal = {CoRR},
volume = {abs/1112.2680},
year = {2011},
url = {http://arxiv.org/abs/1112.2680},
eprinttype = {arXiv},
eprint = {1112.2680},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-2680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-5627,
author = {Sivaraman Balakrishnan and
Alessandro Rinaldo and
Don Sheehy and
Aarti Singh and
Larry A. Wasserman},
title = {Minimax Rates for Homology Inference},
journal = {CoRR},
volume = {abs/1112.5627},
year = {2011},
url = {http://arxiv.org/abs/1112.5627},
eprinttype = {arXiv},
eprint = {1112.5627},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-5627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouLW10,
author = {Shuheng Zhou and
John D. Lafferty and
Larry A. Wasserman},
title = {Time varying undirected graphs},
journal = {Mach. Learn.},
volume = {80},
number = {2-3},
pages = {295--319},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5180-0},
doi = {10.1007/S10994-010-5180-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhouLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GuptaLLWX10,
author = {Anupam Gupta and
John D. Lafferty and
Han Liu and
Larry A. Wasserman and
Min Xu},
editor = {Adam Tauman Kalai and
Mehryar Mohri},
title = {Forest Density Estimation},
booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
June 27-29, 2010},
pages = {394--406},
publisher = {Omnipress},
year = {2010},
url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=402},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/GuptaLLWX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuCLW10,
author = {Han Liu and
Xi Chen and
John D. Lafferty and
Larry A. Wasserman},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Graph-Valued Regression},
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 = {1423--1431},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/821fa74b50ba3f7cba1e6c53e8fa6845-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuCLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuRW10,
author = {Han Liu and
Kathryn Roeder and
Larry A. Wasserman},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Stability Approach to Regularization Selection (StARS) for High Dimensional
Graphical Models},
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 = {1432--1440},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/301ad0e3bd5cb1627a2044908a42fdc2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1007-0549,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Minimax Manifold Estimation},
journal = {CoRR},
volume = {abs/1007.0549},
year = {2010},
url = {http://arxiv.org/abs/1007.0549},
eprinttype = {arXiv},
eprint = {1007.0549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1007-0549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuLW09,
author = {Han Liu and
John D. Lafferty and
Larry A. Wasserman},
title = {The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected
Graphs},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2295--2328},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755863},
doi = {10.5555/1577069.1755863},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhouLW09,
author = {Shuheng Zhou and
John D. Lafferty and
Larry A. Wasserman},
title = {Compressed and Privacy-Sensitive Sparse Regression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {55},
number = {2},
pages = {846--866},
year = {2009},
url = {https://doi.org/10.1109/TIT.2008.2009605},
doi = {10.1109/TIT.2008.2009605},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ZhouLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ZhouLW09,
author = {Shuheng Zhou and
Katrina Ligett and
Larry A. Wasserman},
title = {Differential privacy with compression},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
June 28 - July 3, 2009, Seoul, Korea, Proceedings},
pages = {2718--2722},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISIT.2009.5205863},
doi = {10.1109/ISIT.2009.5205863},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ZhouLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/DannenbergW09,
author = {Roger B. Dannenberg and
Larry A. Wasserman},
editor = {Keiji Hirata and
George Tzanetakis and
Kazuyoshi Yoshii},
title = {Estimating the Error Distribution of a Single Tap Sequence without
Ground Truth},
booktitle = {Proceedings of the 10th International Society for Music Information
Retrieval Conference, {ISMIR} 2009, Kobe International Conference
Center, Kobe, Japan, October 26-30, 2009},
pages = {297--302},
publisher = {International Society for Music Information Retrieval},
year = {2009},
url = {http://ismir2009.ismir.net/proceedings/PS2-18.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/DannenbergW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhouLW08,
author = {Shuheng Zhou and
John D. Lafferty and
Larry A. Wasserman},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {Time Varying Undirected Graphs},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {455--466},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/81-Zhou.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ZhouLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLW08,
author = {Han Liu and
John D. Lafferty and
Larry A. Wasserman},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Nonparametric regression and classification with joint sparsity constraints},
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 = {969--976},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/6faa8040da20ef399b63a72d0e4ab575-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaffertyW07,
author = {John D. Lafferty and
Larry A. Wasserman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Statistical Analysis of Semi-Supervised Regression},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {801--808},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/53c3bce66e43be4f209556518c2fcb54-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LaffertyW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RavikumarLLW07,
author = {Pradeep Ravikumar and
Han Liu and
John D. Lafferty and
Larry A. Wasserman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {SpAM: Sparse Additive Models},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1201--1208},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/42e7aaa88b48137a16a1acd04ed91125-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RavikumarLLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouLW07,
author = {Shuheng Zhou and
John D. Lafferty and
Larry A. Wasserman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Compressed Regression},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1713--1720},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/0336dcbab05b9d5ad24f4333c7658a0e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuLW07,
author = {Han Liu and
John D. Lafferty and
Larry A. Wasserman},
editor = {Marina Meila and
Xiaotong Shen},
title = {Sparse Nonparametric Density Estimation in High Dimensions Using the
Rodeo},
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 = {283--290},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/liu07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0706-0534,
author = {Shuheng Zhou and
John D. Lafferty and
Larry A. Wasserman},
title = {Compressed Regression},
journal = {CoRR},
volume = {abs/0706.0534},
year = {2007},
url = {http://arxiv.org/abs/0706.0534},
eprinttype = {arXiv},
eprint = {0706.0534},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0706-0534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BryanSNMGW05,
author = {Brent Bryan and
Jeff G. Schneider and
Robert Nichol and
Christopher J. Miller and
Christopher R. Genovese and
Larry A. Wasserman},
title = {Active Learning For Identifying Function Threshold Boundaries},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {163--170},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/8e930496927757aac0dbd2438cb3f4f6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BryanSNMGW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaffertyW05,
author = {John D. Lafferty and
Larry A. Wasserman},
title = {Rodeo: Sparse Nonparametric Regression in High Dimensions},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {707--714},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/d0010a6f34908640a4a6da2389772a78-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LaffertyW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LaffertyW01,
author = {John D. Lafferty and
Larry A. Wasserman},
editor = {Jack S. Breese and
Daphne Koller},
title = {Iterative Markov Chain Monte Carlo Computation of Reference Priors
and Minimax Risk},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {293--300},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=112\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LaffertyW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ThrunFMW99,
author = {Sebastian Thrun and
Christos Faloutsos and
Tom M. Mitchell and
Larry A. Wasserman},
title = {Automated Learning and Discovery State-of-the-Art and Research Topics
in a Rapidly Growing Field},
journal = {{AI} Mag.},
volume = {20},
number = {3},
pages = {78--82},
year = {1999},
url = {https://doi.org/10.1609/aimag.v20i3.1468},
doi = {10.1609/AIMAG.V20I3.1468},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/ThrunFMW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WassermanW99,
author = {Larry A. Wasserman and
Alan N. Willson Jr.},
title = {A variable-rate filtering system for digital communications},
booktitle = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
March 15-19, 1999},
pages = {1497--1500},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICASSP.1999.756267},
doi = {10.1109/ICASSP.1999.756267},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WassermanW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RobinsW97,
author = {James M. Robins and
Larry A. Wasserman},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Estimation of Effects of Sequential Treatments by Reparameterizing
Directed Acyclic Graphs},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {409--420},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=336\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RobinsW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Wassermann92,
author = {Larry A. Wasserman},
title = {Comments on shafer's "perspectives on the theory and practice
of belief functions"},
journal = {Int. J. Approx. Reason.},
volume = {6},
number = {3},
pages = {367--375},
year = {1992},
url = {https://doi.org/10.1016/0888-613X(92)90030-4},
doi = {10.1016/0888-613X(92)90030-4},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Wassermann92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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