BibTeX records: Krikamol Muandet

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@article{DBLP:journals/jns/KlusSM20,
  author    = {Stefan Klus and
               Ingmar Schuster and
               Krikamol Muandet},
  title     = {Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert
               Spaces},
  journal   = {J. Nonlinear Sci.},
  volume    = {30},
  number    = {1},
  pages     = {283--315},
  year      = {2020},
  url       = {https://doi.org/10.1007/s00332-019-09574-z},
  doi       = {10.1007/s00332-019-09574-z},
  timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jns/KlusSM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KilbertusRSMV20,
  author    = {Niki Kilbertus and
               Manuel Gomez Rodriguez and
               Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet and
               Isabel Valera},
  editor    = {Silvia Chiappa and
               Roberto Calandra},
  title     = {Fair Decisions Despite Imperfect Predictions},
  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     = {277--287},
  publisher = {{PMLR}},
  year      = {2020},
  url       = {http://proceedings.mlr.press/v108/kilbertus20a.html},
  timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aistats/KilbertusRSMV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SchusterMKM20,
  author    = {Ingmar Schuster and
               Mattes Mollenhauer and
               Stefan Klus and
               Krikamol Muandet},
  editor    = {Silvia Chiappa and
               Roberto Calandra},
  title     = {Kernel Conditional Density Operators},
  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     = {993--1004},
  publisher = {{PMLR}},
  year      = {2020},
  url       = {http://proceedings.mlr.press/v108/schuster20a.html},
  timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aistats/SchusterMKM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03689,
  author    = {Junhyung Park and
               Krikamol Muandet},
  title     = {A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings},
  journal   = {CoRR},
  volume    = {abs/2002.03689},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.03689},
  archivePrefix = {arXiv},
  eprint    = {2002.03689},
  timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-03689.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09225,
  author    = {Krikamol Muandet and
               Wittawat Jitkrittum and
               Jonas M. K{\"{u}}bler},
  title     = {Kernel Conditional Moment Test via Maximum Moment Restriction},
  journal   = {CoRR},
  volume    = {abs/2002.09225},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.09225},
  archivePrefix = {arXiv},
  eprint    = {2002.09225},
  timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-09225.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02286,
  author    = {Jonas M. K{\"{u}}bler and
               Wittawat Jitkrittum and
               Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet},
  title     = {Learning Kernel Tests Without Data Splitting},
  journal   = {CoRR},
  volume    = {abs/2006.02286},
  year      = {2020},
  url       = {https://arxiv.org/abs/2006.02286},
  archivePrefix = {arXiv},
  eprint    = {2006.02286},
  timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2006-02286.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangTMJN19,
  author    = {Yan Zhang and
               Siyu Tang and
               Krikamol Muandet and
               Christian Jarvers and
               Heiko Neumann},
  title     = {Local Temporal Bilinear Pooling for Fine-Grained Action Parsing},
  booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
               2019, Long Beach, CA, USA, June 16-20, 2019},
  pages     = {12005--12015},
  publisher = {Computer Vision Foundation / {IEEE}},
  year      = {2019},
  url       = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Zhang\_Local\_Temporal\_Bilinear\_Pooling\_for\_Fine-Grained\_Action\_Parsing\_CVPR\_2019\_paper.html},
  doi       = {10.1109/CVPR.2019.01228},
  timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/cvpr/ZhangTMJN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09206,
  author    = {Arash Mehrjou and
               Wittawat Jitkrittum and
               Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet},
  title     = {Witnessing Adversarial Training in Reproducing Kernel Hilbert Spaces},
  journal   = {CoRR},
  volume    = {abs/1901.09206},
  year      = {2019},
  url       = {http://arxiv.org/abs/1901.09206},
  archivePrefix = {arXiv},
  eprint    = {1901.09206},
  timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1901-09206.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02979,
  author    = {Niki Kilbertus and
               Manuel Gomez{-}Rodriguez and
               Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet and
               Isabel Valera},
  title     = {Improving Consequential Decision Making under Imperfect Predictions},
  journal   = {CoRR},
  volume    = {abs/1902.02979},
  year      = {2019},
  url       = {http://arxiv.org/abs/1902.02979},
  archivePrefix = {arXiv},
  eprint    = {1902.02979},
  timestamp = {Tue, 21 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1902-02979.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11255,
  author    = {Ingmar Schuster and
               Mattes Mollenhauer and
               Stefan Klus and
               Krikamol Muandet},
  title     = {Kernel Conditional Density Operators},
  journal   = {CoRR},
  volume    = {abs/1905.11255},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.11255},
  archivePrefix = {arXiv},
  eprint    = {1905.11255},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-11255.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12592,
  author    = {Si Kai Lee and
               Luigi Gresele and
               Mijung Park and
               Krikamol Muandet},
  title     = {Private Causal Inference using Propensity Scores},
  journal   = {CoRR},
  volume    = {abs/1905.12592},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.12592},
  archivePrefix = {arXiv},
  eprint    = {1905.12592},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-12592.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13526,
  author    = {Jonas M. K{\"{u}}bler and
               Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Quantum Mean Embedding of Probability Distributions},
  journal   = {CoRR},
  volume    = {abs/1905.13526},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.13526},
  archivePrefix = {arXiv},
  eprint    = {1905.13526},
  timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-13526.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01004,
  author    = {Yan Zhang and
               Krikamol Muandet and
               Qianli Ma and
               Heiko Neumann and
               Siyu Tang},
  title     = {Low-rank Random Tensor for Bilinear Pooling},
  journal   = {CoRR},
  volume    = {abs/1906.01004},
  year      = {2019},
  url       = {http://arxiv.org/abs/1906.01004},
  archivePrefix = {arXiv},
  eprint    = {1906.01004},
  timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1906-01004.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12358,
  author    = {Krikamol Muandet and
               Arash Mehrjou and
               Si Kai Lee and
               Anant Raj},
  title     = {Dual {IV:} {A} Single Stage Instrumental Variable Regression},
  journal   = {CoRR},
  volume    = {abs/1910.12358},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.12358},
  archivePrefix = {arXiv},
  eprint    = {1910.12358},
  timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1910-12358.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11082,
  author    = {Jia{-}Jie Zhu and
               Krikamol Muandet and
               Moritz Diehl and
               Bernhard Sch{\"{o}}lkopf},
  title     = {A New Distribution-Free Concept for Representing, Comparing, and Propagating
               Uncertainty in Dynamical Systems with Kernel Probabilistic Programming},
  journal   = {CoRR},
  volume    = {abs/1911.11082},
  year      = {2019},
  url       = {http://arxiv.org/abs/1911.11082},
  archivePrefix = {arXiv},
  eprint    = {1911.11082},
  timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1911-11082.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShahTMGL18,
  author    = {Nihar B. Shah and
               Behzad Tabibian and
               Krikamol Muandet and
               Isabelle Guyon and
               Ulrike von Luxburg},
  title     = {Design and Analysis of the {NIPS} 2016 Review Process},
  journal   = {J. Mach. Learn. Res.},
  volume    = {19},
  pages     = {49:1--49:34},
  year      = {2018},
  url       = {http://jmlr.org/papers/v19/17-511.html},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/ShahTMGL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08845,
  author    = {Krikamol Muandet and
               Motonobu Kanagawa and
               Sorawit Saengkyongam and
               Sanparith Marukatat},
  title     = {Counterfactual Mean Embedding: {A} Kernel Method for Nonparametric
               Causal Inference},
  journal   = {CoRR},
  volume    = {abs/1805.08845},
  year      = {2018},
  url       = {http://arxiv.org/abs/1805.08845},
  archivePrefix = {arXiv},
  eprint    = {1805.08845},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1805-08845.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01922,
  author    = {Yan Zhang and
               Siyu Tang and
               Krikamol Muandet and
               Christian Jarvers and
               Heiko Neumann},
  title     = {Local Temporal Bilinear Pooling for Fine-grained Action Parsing},
  journal   = {CoRR},
  volume    = {abs/1812.01922},
  year      = {2018},
  url       = {http://arxiv.org/abs/1812.01922},
  archivePrefix = {arXiv},
  eprint    = {1812.01922},
  timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1812-01922.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/MuandetFSS17,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Embedding of Distributions: {A} Review and Beyond},
  journal   = {Found. Trends Mach. Learn.},
  volume    = {10},
  number    = {1-2},
  pages     = {1--141},
  year      = {2017},
  url       = {https://doi.org/10.1561/2200000060},
  doi       = {10.1561/2200000060},
  timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/MuandetFSS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TolstikhinSM17,
  author    = {Ilya O. Tolstikhin and
               Bharath K. Sriperumbudur and
               Krikamol Muandet},
  title     = {Minimax Estimation of Kernel Mean Embeddings},
  journal   = {J. Mach. Learn. Res.},
  volume    = {18},
  pages     = {86:1--86:47},
  year      = {2017},
  url       = {http://jmlr.org/papers/v18/17-032.html},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/TolstikhinSM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09794,
  author    = {Nihar B. Shah and
               Behzad Tabibian and
               Krikamol Muandet and
               Isabelle Guyon and
               Ulrike von Luxburg},
  title     = {Design and Analysis of the {NIPS} 2016 Review Process},
  journal   = {CoRR},
  volume    = {abs/1708.09794},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.09794},
  archivePrefix = {arXiv},
  eprint    = {1708.09794},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1708-09794.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01572,
  author    = {Stefan Klus and
               Ingmar Schuster and
               Krikamol Muandet},
  title     = {Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert
               Spaces},
  journal   = {CoRR},
  volume    = {abs/1712.01572},
  year      = {2017},
  url       = {http://arxiv.org/abs/1712.01572},
  archivePrefix = {arXiv},
  eprint    = {1712.01572},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1712-01572.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MuandetSFGS16,
  author    = {Krikamol Muandet and
               Bharath K. Sriperumbudur and
               Kenji Fukumizu and
               Arthur Gretton and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Shrinkage Estimators},
  journal   = {J. Mach. Learn. Res.},
  volume    = {17},
  pages     = {48:1--48:41},
  year      = {2016},
  url       = {http://jmlr.org/papers/v17/14-195.html},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/MuandetSFGS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BabbarMS16,
  author    = {Rohit Babbar and
               Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf},
  editor    = {Sanjay Chawla Venkatasubramanian and
               Wagner Meira Jr.},
  title     = {TerseSVM : {A} Scalable Approach for Learning Compact Models in Large-scale
               Classification},
  booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
               Miami, Florida, USA, May 5-7, 2016},
  pages     = {234--242},
  publisher = {{SIAM}},
  year      = {2016},
  url       = {https://doi.org/10.1137/1.9781611974348.27},
  doi       = {10.1137/1.9781611974348.27},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/sdm/BabbarMS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuandetFSS16,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Embedding of Distributions: {A} Review and Beyonds},
  journal   = {CoRR},
  volume    = {abs/1605.09522},
  year      = {2016},
  url       = {http://arxiv.org/abs/1605.09522},
  archivePrefix = {arXiv},
  eprint    = {1605.09522},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/MuandetFSS16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Muandet15,
  author    = {Krikamol Muandet},
  title     = {From Points to Probability Measures: Statistical Learning on Distributions
               with Kernel Mean Embedding},
  school    = {University of T{\"{u}}bingen, Germany},
  year      = {2015},
  url       = {https://publikationen.uni-tuebingen.de/xmlui/handle/10900/67223/},
  timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/phd/dnb/Muandet15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lopez-PazMR15,
  author    = {David Lopez{-}Paz and
               Krikamol Muandet and
               Benjamin Recht},
  title     = {The Randomized Causation Coefficient},
  journal   = {J. Mach. Learn. Res.},
  volume    = {16},
  pages     = {2901--2907},
  year      = {2015},
  url       = {http://dl.acm.org/citation.cfm?id=2912092},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/Lopez-PazMR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ScholkopfMFHP15,
  author    = {Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet and
               Kenji Fukumizu and
               Stefan Harmeling and
               Jonas Peters},
  title     = {Computing functions of random variables via reproducing kernel Hilbert
               space representations},
  journal   = {Stat. Comput.},
  volume    = {25},
  number    = {4},
  pages     = {755--766},
  year      = {2015},
  url       = {https://doi.org/10.1007/s11222-015-9558-5},
  doi       = {10.1007/s11222-015-9558-5},
  timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sac/ScholkopfMFHP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lopez-PazMST15,
  author    = {David Lopez{-}Paz and
               Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf and
               Ilya O. Tolstikhin},
  editor    = {Francis R. Bach and
               David M. Blei},
  title     = {Towards a Learning Theory of Cause-Effect Inference},
  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     = {1452--1461},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://proceedings.mlr.press/v37/lopez-paz15.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/Lopez-PazMST15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ScholkopfMFP15,
  author    = {Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet and
               Kenji Fukumizu and
               Jonas Peters},
  title     = {Computing Functions of Random Variables via Reproducing Kernel Hilbert
               Space Representations},
  journal   = {CoRR},
  volume    = {abs/1501.06794},
  year      = {2015},
  url       = {http://arxiv.org/abs/1501.06794},
  archivePrefix = {arXiv},
  eprint    = {1501.06794},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/ScholkopfMFP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuandetFSGS14,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Arthur Gretton and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Estimation and Stein Effect},
  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     = {10--18},
  publisher = {JMLR.org},
  year      = {2014},
  url       = {http://proceedings.mlr.press/v32/muandet14.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/MuandetFSGS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MuandetSS14,
  author    = {Krikamol Muandet and
               Bharath K. Sriperumbudur and
               Bernhard Sch{\"{o}}lkopf},
  editor    = {Zoubin Ghahramani and
               Max Welling and
               Corinna Cortes and
               Neil D. Lawrence and
               Kilian Q. Weinberger},
  title     = {Kernel Mean Estimation via Spectral Filtering},
  booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
               on Neural Information Processing Systems 2014, December 8-13 2014,
               Montreal, Quebec, Canada},
  pages     = {1--9},
  year      = {2014},
  url       = {http://papers.nips.cc/paper/5239-kernel-mean-estimation-via-spectral-filtering},
  timestamp = {Fri, 06 Mar 2020 16:57:46 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/MuandetSS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DoranMZS14,
  author    = {Gary Doran and
               Krikamol Muandet and
               Kun Zhang and
               Bernhard Sch{\"{o}}lkopf},
  editor    = {Nevin L. Zhang and
               Jin Tian},
  title     = {A Permutation-Based Kernel Conditional Independence Test},
  booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
               Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
               2014},
  pages     = {132--141},
  publisher = {{AUAI} Press},
  year      = {2014},
  url       = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2448\&\#38;proceeding\_id=30},
  timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/uai/DoranMZS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuandetFSGS14,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Arthur Gretton and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Shrinkage Estimators},
  journal   = {CoRR},
  volume    = {abs/1405.5505},
  year      = {2014},
  url       = {http://arxiv.org/abs/1405.5505},
  archivePrefix = {arXiv},
  eprint    = {1405.5505},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/MuandetFSGS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuandetS14,
  author    = {Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf},
  title     = {One-Class Support Measure Machines for Group Anomaly Detection},
  journal   = {CoRR},
  volume    = {abs/1408.2064},
  year      = {2014},
  url       = {http://arxiv.org/abs/1408.2064},
  archivePrefix = {arXiv},
  eprint    = {1408.2064},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/MuandetS14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuandetBS13,
  author    = {Krikamol Muandet and
               David Balduzzi and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Domain Generalization via Invariant Feature Representation},
  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     = {10--18},
  publisher = {JMLR.org},
  year      = {2013},
  url       = {http://proceedings.mlr.press/v28/muandet13.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/MuandetBS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangSMW13,
  author    = {Kun Zhang and
               Bernhard Sch{\"{o}}lkopf and
               Krikamol Muandet and
               Zhikun Wang},
  title     = {Domain Adaptation under Target and Conditional Shift},
  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     = {819--827},
  publisher = {JMLR.org},
  year      = {2013},
  url       = {http://proceedings.mlr.press/v28/zhang13d.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/ZhangSMW13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MuandetS13,
  author    = {Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf},
  editor    = {Ann Nicholson and
               Padhraic Smyth},
  title     = {One-Class Support Measure Machines for Group Anomaly Detection},
  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\&\#38;smnu=2\&\#38;article\_id=2406\&\#38;proceeding\_id=29},
  timestamp = {Mon, 27 Jul 2015 18:21:36 +0200},
  biburl    = {https://dblp.org/rec/conf/uai/MuandetS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2115,
  author    = {Krikamol Muandet and
               David Balduzzi and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Domain Generalization via Invariant Feature Representation},
  journal   = {CoRR},
  volume    = {abs/1301.2115},
  year      = {2013},
  url       = {http://arxiv.org/abs/1301.2115},
  archivePrefix = {arXiv},
  eprint    = {1301.2115},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1301-2115.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-0309,
  author    = {Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf},
  title     = {One-Class Support Measure Machines for Group Anomaly Detection},
  journal   = {CoRR},
  volume    = {abs/1303.0309},
  year      = {2013},
  url       = {http://arxiv.org/abs/1303.0309},
  archivePrefix = {arXiv},
  eprint    = {1303.0309},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1303-0309.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MuandetFSGS13,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Bharath K. Sriperumbudur and
               Arthur Gretton and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Kernel Mean Estimation and Stein's Effect},
  journal   = {CoRR},
  volume    = {abs/1306.0842},
  year      = {2013},
  url       = {http://arxiv.org/abs/1306.0842},
  archivePrefix = {arXiv},
  eprint    = {1306.0842},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/MuandetFSGS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MuandetFDS12,
  author    = {Krikamol Muandet and
               Kenji Fukumizu and
               Francesco Dinuzzo and
               Bernhard Sch{\"{o}}lkopf},
  editor    = {Peter L. Bartlett and
               Fernando C. N. Pereira and
               Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Kilian Q. Weinberger},
  title     = {Learning from Distributions via Support Measure Machines},
  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     = {10--18},
  year      = {2012},
  url       = {http://papers.nips.cc/paper/4825-learning-from-distributions-via-support-measure-machines},
  timestamp = {Fri, 06 Mar 2020 16:56:56 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/MuandetFDS12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-6504,
  author    = {Krikamol Muandet and
               Bernhard Sch{\"{o}}lkopf and
               Kenji Fukumizu and
               Francesco Dinuzzo},
  title     = {Learning from Distributions via Support Measure Machines},
  journal   = {CoRR},
  volume    = {abs/1202.6504},
  year      = {2012},
  url       = {http://arxiv.org/abs/1202.6504},
  archivePrefix = {arXiv},
  eprint    = {1202.6504},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1202-6504.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4347,
  author    = {Krikamol Muandet},
  title     = {Hilbert Space Embedding for Dirichlet Process Mixtures},
  journal   = {CoRR},
  volume    = {abs/1210.4347},
  year      = {2012},
  url       = {http://arxiv.org/abs/1210.4347},
  archivePrefix = {arXiv},
  eprint    = {1210.4347},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1210-4347.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MuandetMN09,
  author    = {Krikamol Muandet and
               Sanparith Marukatat and
               Cholwich Nattee},
  editor    = {Zhi{-}Hua Zhou and
               Takashi Washio},
  title     = {Query Selection via Weighted Entropy in Graph-Based Semi-supervised
               Classification},
  booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
               {ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {5828},
  pages     = {278--292},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-05224-8\_22},
  doi       = {10.1007/978-3-642-05224-8\_22},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/acml/MuandetMN09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MuandetMN09,
  author    = {Krikamol Muandet and
               Sanparith Marukatat and
               Cholwich Nattee},
  editor    = {Thanaruk Theeramunkong and
               Boonserm Kijsirikul and
               Nick Cercone and
               Tu Bao Ho},
  title     = {Robust Graph Hyperparameter Learning for Graph Based Semi-supervised
               Classification},
  booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
               Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {5476},
  pages     = {98--109},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-01307-2\_12},
  doi       = {10.1007/978-3-642-01307-2\_12},
  timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/pakdd/MuandetMN09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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