BibTeX records: Kenji Fukumizu

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@article{DBLP:journals/corr/abs-2402-04516,
  author       = {Tam Le and
                  Truyen Nguyen and
                  Kenji Fukumizu},
  title        = {Generalized Sobolev Transport for Probability Measures on a Graph},
  journal      = {CoRR},
  volume       = {abs/2402.04516},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.04516},
  doi          = {10.48550/ARXIV.2402.04516},
  eprinttype    = {arXiv},
  eprint       = {2402.04516},
  timestamp    = {Thu, 15 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-04516.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18839,
  author       = {Noboru Isobe and
                  Masanori Koyama and
                  Kohei Hayashi and
                  Kenji Fukumizu},
  title        = {Extended Flow Matching: a Method of Conditional Generation with Generalized
                  Continuity Equation},
  journal      = {CoRR},
  volume       = {abs/2402.18839},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.18839},
  doi          = {10.48550/ARXIV.2402.18839},
  eprinttype    = {arXiv},
  eprint       = {2402.18839},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-18839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeNF23,
  author       = {Tam Le and
                  Truyen Nguyen and
                  Kenji Fukumizu},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Scalable Unbalanced Sobolev Transport for Measures on a Graph},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {8521--8560},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/le23a.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LeNF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KinoshitaOFYM23,
  author       = {Yuri Kinoshita and
                  Kenta Oono and
                  Kenji Fukumizu and
                  Yuichi Yoshida and
                  Shin{-}ichi Maeda},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Controlling Posterior Collapse by an Inverse Lipschitz Constraint
                  on the Decoder Network},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {17041--17060},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/kinoshita23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KinoshitaOFYM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MinamiFHY23,
  author       = {Shunya Minami and
                  Kenji Fukumizu and
                  Yoshihiro Hayashi and
                  Ryo Yoshida},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Transfer Learning with Affine Model Transformation},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/3819a070922cc0d19f3d66ce108f28e0-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MinamiFHY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12498,
  author       = {Tam Le and
                  Truyen Nguyen and
                  Kenji Fukumizu},
  title        = {Scalable Unbalanced Sobolev Transport for Measures on a Graph},
  journal      = {CoRR},
  volume       = {abs/2302.12498},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.12498},
  doi          = {10.48550/ARXIV.2302.12498},
  eprinttype    = {arXiv},
  eprint       = {2302.12498},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-12498.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12770,
  author       = {Yuri Kinoshita and
                  Kenta Oono and
                  Kenji Fukumizu and
                  Yuichi Yoshida and
                  Shin{-}ichi Maeda},
  title        = {Controlling Posterior Collapse by an Inverse Lipschitz Constraint
                  on the Decoder Network},
  journal      = {CoRR},
  volume       = {abs/2304.12770},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.12770},
  doi          = {10.48550/ARXIV.2304.12770},
  eprinttype    = {arXiv},
  eprint       = {2304.12770},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-12770.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18484,
  author       = {Masanori Koyama and
                  Kenji Fukumizu and
                  Kohei Hayashi and
                  Takeru Miyato},
  title        = {Neural Fourier Transform: {A} General Approach to Equivariant Representation
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2305.18484},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.18484},
  doi          = {10.48550/ARXIV.2305.18484},
  eprinttype    = {arXiv},
  eprint       = {2305.18484},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-18484.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11972,
  author       = {Shoji Toyota and
                  Kenji Fukumizu},
  title        = {Out-of-Distribution Optimality of Invariant Risk Minimization},
  journal      = {CoRR},
  volume       = {abs/2307.11972},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.11972},
  doi          = {10.48550/ARXIV.2307.11972},
  eprinttype    = {arXiv},
  eprint       = {2307.11972},
  timestamp    = {Tue, 01 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-11972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13653,
  author       = {Tam Le and
                  Truyen Nguyen and
                  Kenji Fukumizu},
  title        = {Optimal Transport for Measures with Noisy Tree Metric},
  journal      = {CoRR},
  volume       = {abs/2310.13653},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.13653},
  doi          = {10.48550/ARXIV.2310.13653},
  eprinttype    = {arXiv},
  eprint       = {2310.13653},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13653.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MuraseF22,
  author       = {Hironori Murase and
                  Kenji Fukumizu},
  title        = {{ALGAN:} Anomaly Detection by Generating Pseudo Anomalous Data via
                  Latent Variables},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {44259--44270},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3169594},
  doi          = {10.1109/ACCESS.2022.3169594},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/MuraseF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ImaizumiF22,
  author       = {Masaaki Imaizumi and
                  Kenji Fukumizu},
  title        = {Advantage of Deep Neural Networks for Estimating Functions with Singularity
                  on Hypersurfaces},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {111:1--111:54},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/21-0542.html},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ImaizumiF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuF22,
  author       = {Pengzhou Abel Wu and
                  Kenji Fukumizu},
  title        = {{\textdollar}{\textbackslash}beta{\textdollar}-Intact-VAE: Identifying
                  and Estimating Causal Effects under Limited Overlap},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=q7n2RngwOM},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/WuF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MiyatoKF22,
  author       = {Takeru Miyato and
                  Masanori Koyama and
                  Kenji Fukumizu},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Unsupervised Learning of Equivariant Structure from Sequences},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/0503f5dce343a1d06d16ba103dd52db1-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MiyatoKF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ToyotaF22,
  author       = {Shoji Toyota and
                  Kenji Fukumizu},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Invariance Learning based on Label Hierarchy},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/c23ccf9eedf87e4380e92b75b24955bb-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ToyotaF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MikamiFMSKSMH22,
  author       = {Hiroaki Mikami and
                  Kenji Fukumizu and
                  Shogo Murai and
                  Shuji Suzuki and
                  Yuta Kikuchi and
                  Taiji Suzuki and
                  Shin{-}ichi Maeda and
                  Kohei Hayashi},
  editor       = {Massih{-}Reza Amini and
                  St{\'{e}}phane Canu and
                  Asja Fischer and
                  Tias Guns and
                  Petra Kralj Novak and
                  Grigorios Tsoumakas},
  title        = {A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training
                  Effective?},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13715},
  pages        = {477--492},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-26409-2\_29},
  doi          = {10.1007/978-3-031-26409-2\_29},
  timestamp    = {Mon, 20 Mar 2023 16:00:27 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MikamiFMSKSMH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10281,
  author       = {Hironori Murase and
                  Kenji Fukumizu},
  title        = {{ALGAN:} Anomaly Detection by Generating Pseudo Anomalous Data via
                  Latent Variables},
  journal      = {CoRR},
  volume       = {abs/2202.10281},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.10281},
  eprinttype    = {arXiv},
  eprint       = {2202.10281},
  timestamp    = {Tue, 01 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-10281.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15549,
  author       = {Shoji Toyota and
                  Kenji Fukumizu},
  title        = {Invariance Learning based on Label Hierarchy},
  journal      = {CoRR},
  volume       = {abs/2203.15549},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.15549},
  doi          = {10.48550/ARXIV.2203.15549},
  eprinttype    = {arXiv},
  eprint       = {2203.15549},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-15549.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01795,
  author       = {Siddharth Vishwanath and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Satoshi Kuriki},
  title        = {Robust Topological Inference in the Presence of Outliers},
  journal      = {CoRR},
  volume       = {abs/2206.01795},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.01795},
  doi          = {10.48550/ARXIV.2206.01795},
  eprinttype    = {arXiv},
  eprint       = {2206.01795},
  timestamp    = {Wed, 15 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-01795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05972,
  author       = {Takeru Miyato and
                  Masanori Koyama and
                  Kenji Fukumizu},
  title        = {Unsupervised Learning of Equivariant Structure from Sequences},
  journal      = {CoRR},
  volume       = {abs/2210.05972},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.05972},
  doi          = {10.48550/ARXIV.2210.05972},
  eprinttype    = {arXiv},
  eprint       = {2210.05972},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-05972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07413,
  author       = {Masanori Koyama and
                  Takeru Miyato and
                  Kenji Fukumizu},
  title        = {Invariance-adapted decomposition and Lasso-type contrastive learning},
  journal      = {CoRR},
  volume       = {abs/2210.07413},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.07413},
  doi          = {10.48550/ARXIV.2210.07413},
  eprinttype    = {arXiv},
  eprint       = {2210.07413},
  timestamp    = {Wed, 19 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-07413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09745,
  author       = {Shunya Minami and
                  Kenji Fukumizu and
                  Yoshihiro Hayashi and
                  Ryo Yoshida},
  title        = {Transfer learning with affine model transformation},
  journal      = {CoRR},
  volume       = {abs/2210.09745},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.09745},
  doi          = {10.48550/ARXIV.2210.09745},
  eprinttype    = {arXiv},
  eprint       = {2210.09745},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-09745.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AndradeFO21,
  author       = {Daniel Andrade and
                  Kenji Fukumizu and
                  Yuzuru Okajima},
  title        = {Convex covariate clustering for classification},
  journal      = {Pattern Recognit. Lett.},
  volume       = {151},
  pages        = {193--199},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.patrec.2021.08.012},
  doi          = {10.1016/J.PATREC.2021.08.012},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/AndradeFO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Minami00FY21,
  author       = {Shunya Minami and
                  Song Liu and
                  Stephen Wu and
                  Kenji Fukumizu and
                  Ryo Yoshida},
  title        = {A General Class of Transfer Learning Regression without Implementation
                  Cost},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {8992--8999},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i10.17087},
  doi          = {10.1609/AAAI.V35I10.17087},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Minami00FY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TonSF21,
  author       = {Jean{-}Fran{\c{c}}ois Ton and
                  Dino Sejdinovic and
                  Kenji Fukumizu},
  title        = {Meta Learning for Causal Direction},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {9897--9905},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i11.17189},
  doi          = {10.1609/AAAI.V35I11.17189},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/TonSF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2021,
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/},
  timestamp    = {Wed, 14 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06662,
  author       = {Pengzhou Wu and
                  Kenji Fukumizu},
  title        = {Identifying Treatment Effects under Unobserved Confounding by Causal
                  Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2101.06662},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06662},
  eprinttype    = {arXiv},
  eprint       = {2101.06662},
  timestamp    = {Tue, 26 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06662.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11018,
  author       = {Hiroaki Mikami and
                  Kenji Fukumizu and
                  Shogo Murai and
                  Shuji Suzuki and
                  Yuta Kikuchi and
                  Taiji Suzuki and
                  Shin{-}ichi Maeda and
                  Kohei Hayashi},
  title        = {A Scaling Law for Synthetic-to-Real Transfer: {A} Measure of Pre-Training},
  journal      = {CoRR},
  volume       = {abs/2108.11018},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.11018},
  eprinttype    = {arXiv},
  eprint       = {2108.11018},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-11018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15062,
  author       = {Pengzhou Wu and
                  Kenji Fukumizu},
  title        = {Towards Principled Causal Effect Estimation by Deep Identifiable Models},
  journal      = {CoRR},
  volume       = {abs/2109.15062},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.15062},
  eprinttype    = {arXiv},
  eprint       = {2109.15062},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-15062.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05225,
  author       = {Pengzhou Wu and
                  Kenji Fukumizu},
  title        = {{\(\beta\)}-Intact-VAE: Identifying and Estimating Causal Effects
                  under Limited Overlap},
  journal      = {CoRR},
  volume       = {abs/2110.05225},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.05225},
  eprinttype    = {arXiv},
  eprint       = {2110.05225},
  timestamp    = {Mon, 25 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-05225.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LvFLSF20,
  author       = {Shaogao Lv and
                  Zengyan Fan and
                  Heng Lian and
                  Taiji Suzuki and
                  Kenji Fukumizu},
  title        = {A reproducing kernel Hilbert space approach to high dimensional partially
                  varying coefficient model},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {152},
  pages        = {107039},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.csda.2020.107039},
  doi          = {10.1016/J.CSDA.2020.107039},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csda/LvFLSF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/KanagawaSF20,
  author       = {Motonobu Kanagawa and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu},
  title        = {Convergence Analysis of Deterministic Kernel-Based Quadrature Rules
                  in Misspecified Settings},
  journal      = {Found. Comput. Math.},
  volume       = {20},
  number       = {1},
  pages        = {155--194},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10208-018-09407-7},
  doi          = {10.1007/S10208-018-09407-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/focm/KanagawaSF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NishiyamaKGF20,
  author       = {Yu Nishiyama and
                  Motonobu Kanagawa and
                  Arthur Gretton and
                  Kenji Fukumizu},
  title        = {Model-based kernel sum rule: kernel Bayesian inference with probabilistic
                  models},
  journal      = {Mach. Learn.},
  volume       = {109},
  number       = {5},
  pages        = {939--972},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10994-019-05852-9},
  doi          = {10.1007/S10994-019-05852-9},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/NishiyamaKGF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AndradeTF20,
  author       = {Daniel Andrade and
                  Akiko Takeda and
                  Kenji Fukumizu},
  title        = {Robust Bayesian model selection for variable clustering with the Gaussian
                  graphical model},
  journal      = {Stat. Comput.},
  volume       = {30},
  number       = {2},
  pages        = {351--376},
  year         = {2020},
  url          = {https://doi.org/10.1007/s11222-019-09879-9},
  doi          = {10.1007/S11222-019-09879-9},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sac/AndradeTF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/YasuiVYF20,
  author       = {Niko Yasui and
                  Chrysafis Vogiatzis and
                  Ruriko Yoshida and
                  Kenji Fukumizu},
  title        = {imPhy: Imputing Phylogenetic Trees with Missing Information Using
                  Mathematical Programming},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {17},
  number       = {4},
  pages        = {1222--1230},
  year         = {2020},
  url          = {https://doi.org/10.1109/TCBB.2018.2884459},
  doi          = {10.1109/TCBB.2018.2884459},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/YasuiVYF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuF20,
  author       = {Pengzhou Wu and
                  Kenji Fukumizu},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Causal Mosaic: Cause-Effect Inference via Nonlinear {ICA} and Ensemble
                  Method},
  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        = {1157--1167},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/wu20b.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WuF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SaitoNHF20,
  author       = {Yuki Saito and
                  Takuma Nakamura and
                  Hirotaka Hachiya and
                  Kenji Fukumizu},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {Exchangeable Deep Neural Networks for Set-to-Set Matching and Learning},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {XVII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12362},
  pages        = {626--646},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58520-4\_37},
  doi          = {10.1007/978-3-030-58520-4\_37},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/SaitoNHF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChuMF20,
  author       = {Casey Chu and
                  Kentaro Minami and
                  Kenji Fukumizu},
  title        = {Smoothness and Stability in GANs},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=HJeOekHKwr},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChuMF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VishwanathFKS20,
  author       = {Siddharth Vishwanath and
                  Kenji Fukumizu and
                  Satoshi Kuriki and
                  Bharath K. Sriperumbudur},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Robust Persistence Diagrams using Reproducing Kernels},
  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/f99499791ad90c9c0ba9852622d0d15f-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/VishwanathFKS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01894,
  author       = {Pengzhou Wu and
                  Kenji Fukumizu},
  title        = {Causal Mosaic: Cause-Effect Inference via Nonlinear {ICA} and Ensemble
                  Method},
  journal      = {CoRR},
  volume       = {abs/2001.01894},
  year         = {2020},
  url          = {http://arxiv.org/abs/2001.01894},
  eprinttype    = {arXiv},
  eprint       = {2001.01894},
  timestamp    = {Mon, 13 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-01894.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04185,
  author       = {Casey Chu and
                  Kentaro Minami and
                  Kenji Fukumizu},
  title        = {Smoothness and Stability in GANs},
  journal      = {CoRR},
  volume       = {abs/2002.04185},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04185},
  eprinttype    = {arXiv},
  eprint       = {2002.04185},
  timestamp    = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04185.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01822,
  author       = {Casey Chu and
                  Kentaro Minami and
                  Kenji Fukumizu},
  title        = {The equivalence between Stein variational gradient descent and black-box
                  variational inference},
  journal      = {CoRR},
  volume       = {abs/2004.01822},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.01822},
  eprinttype    = {arXiv},
  eprint       = {2004.01822},
  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-01822.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10012,
  author       = {Siddharth Vishwanath and
                  Kenji Fukumizu and
                  Satoshi Kuriki and
                  Bharath K. Sriperumbudur},
  title        = {Robust Persistence Diagrams using Reproducing Kernels},
  journal      = {CoRR},
  volume       = {abs/2006.10012},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10012},
  eprinttype    = {arXiv},
  eprint       = {2006.10012},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13228,
  author       = {Shunya Minami and
                  Song Liu and
                  Stephen Wu and
                  Kenji Fukumizu and
                  Ryo Yoshida},
  title        = {A General Class of Transfer Learning Regression without Implementation
                  Cost},
  journal      = {CoRR},
  volume       = {abs/2006.13228},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.13228},
  eprinttype    = {arXiv},
  eprint       = {2006.13228},
  timestamp    = {Thu, 02 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13228.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02809,
  author       = {Jean{-}Francois Ton and
                  Dino Sejdinovic and
                  Kenji Fukumizu},
  title        = {Meta Learning for Causal Direction},
  journal      = {CoRR},
  volume       = {abs/2007.02809},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.02809},
  eprinttype    = {arXiv},
  eprint       = {2007.02809},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-02809.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02256,
  author       = {Masaaki Imaizumi and
                  Kenji Fukumizu},
  title        = {Advantage of Deep Neural Networks for Estimating Functions with Singularity
                  on Curves},
  journal      = {CoRR},
  volume       = {abs/2011.02256},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.02256},
  eprinttype    = {arXiv},
  eprint       = {2011.02256},
  timestamp    = {Mon, 09 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-02256.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/YoshidaFV19,
  author       = {Ruriko Yoshida and
                  Kenji Fukumizu and
                  Chrysafis Vogiatzis},
  title        = {Multilocus phylogenetic analysis with gene tree clustering},
  journal      = {Ann. Oper. Res.},
  volume       = {276},
  number       = {1-2},
  pages        = {293--313},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10479-017-2456-9},
  doi          = {10.1007/S10479-017-2456-9},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/anor/YoshidaFV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ImaizumiF19,
  author       = {Masaaki Imaizumi and
                  Kenji Fukumizu},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Deep Neural Networks Learn Non-Smooth Functions Effectively},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {869--878},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/imaizumi19a.html},
  timestamp    = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ImaizumiF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YamadaWTOSTF19,
  author       = {Makoto Yamada and
                  Denny Wu and
                  Yao{-}Hung Hubert Tsai and
                  Hirofumi Ohta and
                  Ruslan Salakhutdinov and
                  Ichiro Takeuchi and
                  Kenji Fukumizu},
  title        = {Post Selection Inference with Incomplete Maximum Mean Discrepancy
                  Estimator},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=BkG5SjR5YQ},
  timestamp    = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YamadaWTOSTF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeYFC19,
  author       = {Tam Le and
                  Makoto Yamada and
                  Kenji Fukumizu and
                  Marco Cuturi},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Tree-Sliced Variants of Wasserstein Distances},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {12283--12294},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/2d36b5821f8affc6868b59dfc9af6c9f-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LeYFC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuYMT19,
  author       = {Kenji Fukumizu and
                  Shoichiro Yamaguchi and
                  Yoh{-}ichi Mototake and
                  Mirai Tanaka},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Semi-flat minima and saddle points by embedding neural networks to
                  overparameterization},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {13845--13853},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/a4ee59dd868ba016ed2de90d330acb6a-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuYMT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00342,
  author       = {Tam Le and
                  Makoto Yamada and
                  Kenji Fukumizu and
                  Marco Cuturi},
  title        = {Tree-Sliced Approximation of Wasserstein Distances},
  journal      = {CoRR},
  volume       = {abs/1902.00342},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.00342},
  eprinttype    = {arXiv},
  eprint       = {1902.00342},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-00342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02517,
  author       = {Takafumi Kajihara and
                  Motonobu Kanagawa and
                  Yuuki Nakaguchi and
                  Kanishka Khandelwal and
                  Kenji Fukumizu},
  title        = {Model Selection for Simulator-based Statistical Models: {A} Kernel
                  Approach},
  journal      = {CoRR},
  volume       = {abs/1902.02517},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.02517},
  eprinttype    = {arXiv},
  eprint       = {1902.02517},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-02517.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04868,
  author       = {Kenji Fukumizu and
                  Shoichiro Yamaguchi and
                  Yoh{-}ichi Mototake and
                  Mirai Tanaka},
  title        = {Semi-flat minima and saddle points by embedding neural networks to
                  overparameterization},
  journal      = {CoRR},
  volume       = {abs/1906.04868},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.04868},
  eprinttype    = {arXiv},
  eprint       = {1906.04868},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-04868.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00586,
  author       = {Heishiro Kanagawa and
                  Wittawat Jitkrittum and
                  Lester Mackey and
                  Kenji Fukumizu and
                  Arthur Gretton},
  title        = {A Kernel Stein Test for Comparing Latent Variable Models},
  journal      = {CoRR},
  volume       = {abs/1907.00586},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.00586},
  eprinttype    = {arXiv},
  eprint       = {1907.00586},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00586.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09972,
  author       = {Yuki Saito and
                  Takuma Nakamura and
                  Hirotaka Hachiya and
                  Kenji Fukumizu},
  title        = {Deep Set-to-Set Matching and Learning},
  journal      = {CoRR},
  volume       = {abs/1910.09972},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09972},
  eprinttype    = {arXiv},
  eprint       = {1910.09972},
  timestamp    = {Fri, 25 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AlamFW18,
  author       = {Md. Ashad Alam and
                  Kenji Fukumizu and
                  Yu{-}Ping Wang},
  title        = {Influence function and robust variant of kernel canonical correlation
                  analysis},
  journal      = {Neurocomputing},
  volume       = {304},
  pages        = {12--29},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neucom.2018.04.008},
  doi          = {10.1016/J.NEUCOM.2018.04.008},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/AlamFW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YamadaUFT18,
  author       = {Makoto Yamada and
                  Yuta Umezu and
                  Kenji Fukumizu and
                  Ichiro Takeuchi},
  editor       = {Amos J. Storkey and
                  Fernando P{\'{e}}rez{-}Cruz},
  title        = {Post Selection Inference with Kernels},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
                  Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {152--160},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v84/yamada18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:22 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/YamadaUFT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YokoiKFSI18,
  author       = {Sho Yokoi and
                  Sosuke Kobayashi and
                  Kenji Fukumizu and
                  Jun Suzuki and
                  Kentaro Inui},
  editor       = {Ellen Riloff and
                  David Chiang and
                  Julia Hockenmaier and
                  Jun'ichi Tsujii},
  title        = {Pointwise {HSIC:} {A} Linear-Time Kernelized Co-occurrence Norm for
                  Sparse Linguistic Expressions},
  booktitle    = {Proceedings of the 2018 Conference on Empirical Methods in Natural
                  Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
  pages        = {1763--1775},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/d18-1203},
  doi          = {10.18653/V1/D18-1203},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YokoiKFSI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TsaiWYSTF18,
  author       = {Yao{-}Hung Hubert Tsai and
                  Denny Wu and
                  Makoto Yamada and
                  Ruslan Salakhutdinov and
                  Ichiro Takeuchi and
                  Kenji Fukumizu},
  title        = {Selecting the Best in GANs Family: a Post Selection Inference Framework},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=SkpC5K1vG},
  timestamp    = {Thu, 04 Apr 2019 13:20:09 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/TsaiWYSTF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KajiharaKYF18,
  author       = {Takafumi Kajihara and
                  Motonobu Kanagawa and
                  Keisuke Yamazaki and
                  Kenji Fukumizu},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Kernel Recursive {ABC:} Point Estimation with Intractable Likelihood},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {2405--2414},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/kajihara18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KajiharaKYF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/ZhangNF18,
  author       = {Hao Zhang and
                  Shinji Nakadai and
                  Kenji Fukumizu},
  editor       = {Petra Perner},
  title        = {From Black-Box to White-Box: Interpretable Learning with Kernel Machines},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition - 14th International
                  Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10934},
  pages        = {213--227},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-96136-1\_18},
  doi          = {10.1007/978-3-319-96136-1\_18},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/ZhangNF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawSCLFBF18,
  author       = {Ho Chung Leon Law and
                  Dino Sejdinovic and
                  Ewan Cameron and
                  Tim C. D. Lucas and
                  Seth R. Flaxman and
                  Katherine Battle and
                  Kenji Fukumizu},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Variational Learning on Aggregate Outputs with Gaussian Processes},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {6084--6094},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/24b43fb034a10d78bec71274033b4096-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LawSCLFBF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05411,
  author       = {Yao{-}Hung Hubert Tsai and
                  Makoto Yamada and
                  Denny Wu and
                  Ruslan Salakhutdinov and
                  Ichiro Takeuchi and
                  Kenji Fukumizu},
  title        = {Selecting the Best in GANs Family: a Post Selection Inference Framework},
  journal      = {CoRR},
  volume       = {abs/1802.05411},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.05411},
  eprinttype    = {arXiv},
  eprint       = {1802.05411},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-05411.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08463,
  author       = {Ho Chung Leon Law and
                  Dino Sejdinovic and
                  Ewan Cameron and
                  Tim C. D. Lucas and
                  Seth R. Flaxman and
                  Katherine Battle and
                  Kenji Fukumizu},
  title        = {Variational Learning on Aggregate Outputs with Gaussian Processes},
  journal      = {CoRR},
  volume       = {abs/1805.08463},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.08463},
  eprinttype    = {arXiv},
  eprint       = {1805.08463},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-08463.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00800,
  author       = {Sho Yokoi and
                  Sosuke Kobayashi and
                  Kenji Fukumizu and
                  Jun Suzuki and
                  Kentaro Inui},
  title        = {Pointwise {HSIC:} {A} Linear-Time Kernelized Co-occurrence Norm for
                  Sparse Linguistic Expressions},
  journal      = {CoRR},
  volume       = {abs/1809.00800},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.00800},
  eprinttype    = {arXiv},
  eprint       = {1809.00800},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-00800.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dam/HayamizuF17,
  author       = {Momoko Hayamizu and
                  Kenji Fukumizu},
  title        = {On minimum spanning tree-like metric spaces},
  journal      = {Discret. Appl. Math.},
  volume       = {226},
  pages        = {51--57},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.dam.2017.04.001},
  doi          = {10.1016/J.DAM.2017.04.001},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dam/HayamizuF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/IwataKHF17,
  author       = {Tomoharu Iwata and
                  Motonobu Kanagawa and
                  Tsutomu Hirao and
                  Kenji Fukumizu},
  title        = {Unsupervised group matching with application to cross-lingual topic
                  matching without alignment information},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {31},
  number       = {2},
  pages        = {350--370},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10618-016-0470-1},
  doi          = {10.1007/S10618-016-0470-1},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/IwataKHF17.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, 23 Jun 2022 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/SriperumbudurFG17,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Arthur Gretton and
                  Aapo Hyv{\"{a}}rinen and
                  Revant Kumar},
  title        = {Density Estimation in Infinite Dimensional Exponential Families},
  journal      = {J. Mach. Learn. Res.},
  volume       = {18},
  pages        = {57:1--57:59},
  year         = {2017},
  url          = {http://jmlr.org/papers/v18/16-011.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SriperumbudurFG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KusanoFH17,
  author       = {Genki Kusano and
                  Kenji Fukumizu and
                  Yasuaki Hiraoka},
  title        = {Kernel Method for Persistence Diagrams via Kernel Embedding and Weight
                  Factor},
  journal      = {J. Mach. Learn. Res.},
  volume       = {18},
  pages        = {189:1--189:41},
  year         = {2017},
  url          = {http://jmlr.org/papers/v18/17-317.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KusanoFH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/HayamizuEF17,
  author       = {Momoko Hayamizu and
                  Hiroshi Endo and
                  Kenji Fukumizu},
  title        = {A Characterization of Minimum Spanning Tree-Like Metric Spaces},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {14},
  number       = {2},
  pages        = {468--471},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCBB.2016.2550431},
  doi          = {10.1109/TCBB.2016.2550431},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/HayamizuEF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JitkrittumX0FG17,
  author       = {Wittawat Jitkrittum and
                  Wenkai Xu and
                  Zolt{\'{a}}n Szab{\'{o}} and
                  Kenji Fukumizu and
                  Arthur Gretton},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {A Linear-Time Kernel Goodness-of-Fit Test},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {262--271},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/979d472a84804b9f647bc185a877a8b5-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/JitkrittumX0FG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuTSF17,
  author       = {Song Liu and
                  Akiko Takeda and
                  Taiji Suzuki and
                  Kenji Fukumizu},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Trimmed Density Ratio Estimation},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4518--4528},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/ea204361fe7f024b130143eb3e189a18-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiuTSF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JitkrittumXSFG17,
  author       = {Wittawat Jitkrittum and
                  Wenkai Xu and
                  Zolt{\'{a}}n Szab{\'{o}} and
                  Kenji Fukumizu and
                  Arthur Gretton},
  title        = {A Linear-Time Kernel Goodness-of-Fit Test},
  journal      = {CoRR},
  volume       = {abs/1705.07673},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.07673},
  eprinttype    = {arXiv},
  eprint       = {1705.07673},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/JitkrittumXSFG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00147,
  author       = {Motonobu Kanagawa and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu},
  title        = {Convergence Analysis of Deterministic Kernel-Based Quadrature Rules
                  in Misspecified Settings},
  journal      = {CoRR},
  volume       = {abs/1709.00147},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.00147},
  eprinttype    = {arXiv},
  eprint       = {1709.00147},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-00147.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}
}
@article{DBLP:journals/jmlr/NishiyamaF16,
  author       = {Yu Nishiyama and
                  Kenji Fukumizu},
  title        = {Characteristic Kernels and Infinitely Divisible Distributions},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {180:1--180:28},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/14-132.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/NishiyamaF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KanagawaNGF16,
  author       = {Motonobu Kanagawa and
                  Yu Nishiyama and
                  Arthur Gretton and
                  Kenji Fukumizu},
  title        = {Filtering with State-Observation Examples via Kernel Monte Carlo Filter},
  journal      = {Neural Comput.},
  volume       = {28},
  number       = {2},
  pages        = {382--444},
  year         = {2016},
  url          = {https://doi.org/10.1162/NECO\_a\_00806},
  doi          = {10.1162/NECO\_A\_00806},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/KanagawaNGF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HaraSKFR16,
  author       = {Kazuo Hara and
                  Ikumi Suzuki and
                  Kei Kobayashi and
                  Kenji Fukumizu and
                  Milos Radovanovic},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Flattening the Density Gradient for Eliminating Spatial Centrality
                  to Reduce Hubness},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {1659--1665},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10240},
  doi          = {10.1609/AAAI.V30I1.10240},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/HaraSKFR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSSF16,
  author       = {Song Liu and
                  Taiji Suzuki and
                  Masashi Sugiyama and
                  Kenji Fukumizu},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Structure Learning of Partitioned Markov Networks},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {439--448},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/liuc16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiuSSF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KusanoHF16,
  author       = {Genki Kusano and
                  Yasuaki Hiraoka and
                  Kenji Fukumizu},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {Persistence weighted Gaussian kernel for topological data analysis},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {2004--2013},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/kusano16.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KusanoHF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KanagawaSF16,
  author       = {Motonobu Kanagawa and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Convergence guarantees for kernel-based quadrature rules in misspecified
                  settings},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {3288--3296},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/81c650caac28cdefce4de5ddc18befa0-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/KanagawaSF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuF16,
  author       = {Song Liu and
                  Kenji Fukumizu},
  editor       = {Sanjay Chawla Venkatasubramanian and
                  Wagner Meira Jr.},
  title        = {Estimating Posterior Ratio for Classification: Transfer Learning from
                  Probabilistic Perspective},
  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
                  Miami, Florida, USA, May 5-7, 2016},
  pages        = {747--755},
  publisher    = {{SIAM}},
  year         = {2016},
  url          = {https://doi.org/10.1137/1.9781611974348.84},
  doi          = {10.1137/1.9781611974348.84},
  timestamp    = {Tue, 07 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/LiuF16.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},
  eprinttype    = {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}
}
@article{DBLP:journals/ccsecis/DanafarFG15,
  author       = {Somayeh Danafar and
                  Kenji Fukumizu and
                  Faustino Gomez},
  title        = {Kernel-Based Information Criterion},
  journal      = {Comput. Inf. Sci.},
  volume       = {8},
  number       = {1},
  pages        = {10--24},
  year         = {2015},
  url          = {https://doi.org/10.5539/cis.v8n1p10},
  doi          = {10.5539/CIS.V8N1P10},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ccsecis/DanafarFG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/AlamF15,
  author       = {Md. Ashad Alam and
                  Kenji Fukumizu},
  title        = {Higher-Order Regularized Kernel Canonical Correlation Analysis},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {29},
  number       = {4},
  pages        = {1551005:1--1551005:24},
  year         = {2015},
  url          = {https://doi.org/10.1142/S0218001415510052},
  doi          = {10.1142/S0218001415510052},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/AlamF15.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    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sac/ScholkopfMFHP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HaraSSKFR15,
  author       = {Kazuo Hara and
                  Ikumi Suzuki and
                  Masashi Shimbo and
                  Kei Kobayashi and
                  Kenji Fukumizu and
                  Milos Radovanovic},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Localized Centering: Reducing Hubness in Large-Sample Data},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {2645--2651},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9629},
  doi          = {10.1609/AAAI.V29I1.9629},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/HaraSSKFR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HaraSKF15,
  author       = {Kazuo Hara and
                  Ikumi Suzuki and
                  Kei Kobayashi and
                  Kenji Fukumizu},
  editor       = {Ricardo Baeza{-}Yates and
                  Mounia Lalmas and
                  Alistair Moffat and
                  Berthier A. Ribeiro{-}Neto},
  title        = {Reducing Hubness: {A} Cause of Vulnerability in Recommender Systems},
  booktitle    = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Santiago, Chile,
                  August 9-13, 2015},
  pages        = {815--818},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2766462.2767823},
  doi          = {10.1145/2766462.2767823},
  timestamp    = {Sun, 22 Sep 2019 18:15:38 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/HaraSKF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/HaraSKFR15,
  author       = {Kazuo Hara and
                  Ikumi Suzuki and
                  Kei Kobayashi and
                  Kenji Fukumizu and
                  Milos Radovanovic},
  editor       = {Giuseppe Amato and
                  Richard Connor and
                  Fabrizio Falchi and
                  Claudio Gennaro},
  title        = {Reducing Hubness for Kernel Regression},
  booktitle    = {Similarity Search and Applications - 8th International Conference,
                  {SISAP} 2015, Glasgow, UK, October 12-14, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9371},
  pages        = {339--344},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25087-8\_33},
  doi          = {10.1007/978-3-319-25087-8\_33},
  timestamp    = {Fri, 18 Nov 2022 17:12:34 +0100},
  biburl       = {https://dblp.org/rec/conf/sisap/HaraSKFR15.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},
  eprinttype    = {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}
}
@article{DBLP:journals/corr/LiuF15,
  author       = {Song Liu and
                  Kenji Fukumizu},
  title        = {Lazy Transfer Learning},
  journal      = {CoRR},
  volume       = {abs/1506.02784},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.02784},
  eprinttype    = {arXiv},
  eprint       = {1506.02784},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiuF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HayamizuEF15,
  author       = {Momoko Hayamizu and
                  Hiroshi Endo and
                  Kenji Fukumizu},
  title        = {A characterization of minimum spanning tree-like metric spaces},
  journal      = {CoRR},
  volume       = {abs/1510.09155},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.09155},
  eprinttype    = {arXiv},
  eprint       = {1510.09155},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HayamizuEF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsci/AlamF14,
  author       = {Md. Ashad Alam and
                  Kenji Fukumizu},
  title        = {Hyperparameter Selection in Kernel Principal Component Analysis},
  journal      = {J. Comput. Sci.},
  volume       = {10},
  number       = {7},
  pages        = {1139--1150},
  year         = {2014},
  url          = {https://doi.org/10.3844/jcssp.2014.1139.1150},
  doi          = {10.3844/JCSSP.2014.1139.1150},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcsci/AlamF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KanagawaNGF14,
  author       = {Motonobu Kanagawa and
                  Yu Nishiyama and
                  Arthur Gretton and
                  Kenji Fukumizu},
  editor       = {Carla E. Brodley and
                  Peter Stone},
  title        = {Monte Carlo Filtering Using Kernel Embedding of Distributions},
  booktitle    = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
                  July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
  pages        = {1897--1903},
  publisher    = {{AAAI} Press},
  year         = {2014},
  url          = {https://doi.org/10.1609/aaai.v28i1.8984},
  doi          = {10.1609/AAAI.V28I1.8984},
  timestamp    = {Mon, 04 Sep 2023 15:06:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KanagawaNGF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KanagawaF14,
  author       = {Motonobu Kanagawa and
                  Kenji Fukumizu},
  title        = {Recovering Distributions from Gaussian {RKHS} Embeddings},
  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        = {457--465},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v33/kanagawa14.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/KanagawaF14.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}
}
@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},
  eprinttype    = {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/shonan-reports/BaldiFP14,
  author       = {Pierre Baldi and
                  Kenji Fukumizu and
                  Tomaso A. Poggio},
  title        = {Deep Learning: Theory, Algorithms, and Applications {(NII} Shonan
                  Meeting 2014-5)},
  journal      = {{NII} Shonan Meet. Rep.},
  volume       = {2014},
  year         = {2014},
  url          = {https://shonan.nii.ac.jp/seminars/040/},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/shonan-reports/BaldiFP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuSG13,
  author       = {Kenji Fukumizu and
                  Le Song and
                  Arthur Gretton},
  title        = {Kernel Bayes' rule: Bayesian inference with positive definite kernels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {14},
  number       = {1},
  pages        = {3753--3783},
  year         = {2013},
  url          = {https://dl.acm.org/doi/10.5555/2567709.2627677},
  doi          = {10.5555/2567709.2627677},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FukumizuSG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/MullerAFPT13,
  author       = {Klaus{-}Robert M{\"{u}}ller and
                  T{\"{u}}lay Adali and
                  Kenji Fukumizu and
                  Jos{\'{e}} C. Pr{\'{\i}}ncipe and
                  Sergios Theodoridis},
  title        = {Special Issue on Advances in Kernel-Based Learning for Signal Processing
                  [From the Guest Editors]},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {30},
  number       = {4},
  pages        = {14--15},
  year         = {2013},
  url          = {https://doi.org/10.1109/MSP.2013.2253031},
  doi          = {10.1109/MSP.2013.2253031},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/MullerAFPT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SongFG13,
  author       = {Le Song and
                  Kenji Fukumizu and
                  Arthur Gretton},
  title        = {Kernel Embeddings of Conditional Distributions: {A} Unified Kernel
                  Framework for Nonparametric Inference in Graphical Models},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {30},
  number       = {4},
  pages        = {98--111},
  year         = {2013},
  url          = {https://doi.org/10.1109/MSP.2013.2252713},
  doi          = {10.1109/MSP.2013.2252713},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/SongFG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SuzukiHSSF13,
  author       = {Ikumi Suzuki and
                  Kazuo Hara and
                  Masashi Shimbo and
                  Marco Saerens and
                  Kenji Fukumizu},
  title        = {Centering Similarity Measures to Reduce Hubs},
  booktitle    = {Proceedings of the 2013 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
                  Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
                  Interest Group of the {ACL}},
  pages        = {613--623},
  publisher    = {{ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/D13-1058/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/SuzukiHSSF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlamF13,
  author       = {Md. Ashad Alam and
                  Kenji Fukumizu},
  title        = {Higher-Order Regularized Kernel {CCA}},
  booktitle    = {12th International Conference on Machine Learning and Applications,
                  {ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
  pages        = {374--377},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICMLA.2013.76},
  doi          = {10.1109/ICMLA.2013.76},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/AlamF13.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},
  eprinttype    = {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/icml/SejdinovicGSF12,
  author       = {Dino Sejdinovic and
                  Arthur Gretton and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu},
  title        = {Hypothesis testing using pairwise distances and associated kernels},
  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/575.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SejdinovicGSF12.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          = {https://proceedings.neurips.cc/paper/2012/hash/9bf31c7ff062936a96d3c8bd1f8f2ff3-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/MuandetFDS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrettonSSSBPF12,
  author       = {Arthur Gretton and
                  Bharath K. Sriperumbudur and
                  Dino Sejdinovic and
                  Heiko Strathmann and
                  Sivaraman Balakrishnan and
                  Massimiliano Pontil and
                  Kenji Fukumizu},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {Optimal kernel choice for large-scale two-sample tests},
  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        = {1214--1222},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/dbe272bab69f8e13f14b405e038deb64-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GrettonSSSBPF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuL12,
  author       = {Kenji Fukumizu and
                  Chenlei Leng},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {Gradient-based kernel method for feature extraction and variable selection},
  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        = {2123--2131},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/83fa5a432ae55c253d0e60dbfa716723-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NishiyamaBGF12,
  author       = {Yu Nishiyama and
                  Abdeslam Boularias and
                  Arthur Gretton and
                  Kenji Fukumizu},
  editor       = {Nando de Freitas and
                  Kevin P. Murphy},
  title        = {Hilbert Space Embeddings of POMDPs},
  booktitle    = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
                  Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
  pages        = {644--653},
  publisher    = {{AUAI} Press},
  year         = {2012},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2325\&\#38;proceeding\_id=28},
  timestamp    = {Mon, 23 Nov 2020 08:36:48 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/NishiyamaBGF12.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},
  eprinttype    = {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-1205-0411,
  author       = {Dino Sejdinovic and
                  Arthur Gretton and
                  Bharath K. Sriperumbudur and
                  Kenji Fukumizu},
  title        = {Hypothesis testing using pairwise distances and associated kernels
                  (with Appendix)},
  journal      = {CoRR},
  volume       = {abs/1205.0411},
  year         = {2012},
  url          = {http://arxiv.org/abs/1205.0411},
  eprinttype    = {arXiv},
  eprint       = {1205.0411},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1205-0411.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-6076,
  author       = {Dino Sejdinovic and
                  Bharath K. Sriperumbudur and
                  Arthur Gretton and
                  Kenji Fukumizu},
  title        = {Equivalence of distance-based and RKHS-based statistics in hypothesis
                  testing},
  journal      = {CoRR},
  volume       = {abs/1207.6076},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.6076},
  eprinttype    = {arXiv},
  eprint       = {1207.6076},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-6076.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4887,
  author       = {Yu Nishiyama and
                  Abdeslam Boularias and
                  Arthur Gretton and
                  Kenji Fukumizu},
  title        = {Hilbert Space Embeddings of POMDPs},
  journal      = {CoRR},
  volume       = {abs/1210.4887},
  year         = {2012},
  url          = {http://arxiv.org/abs/1210.4887},
  eprinttype    = {arXiv},
  eprint       = {1210.4887},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1210-4887.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cpc/WatanabeF11,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  title        = {New Graph Polynomials from the Bethe Approximation of the Ising Partition
                  Function},
  journal      = {Comb. Probab. Comput.},
  volume       = {20},
  number       = {2},
  pages        = {299--320},
  year         = {2011},
  url          = {https://doi.org/10.1017/S0963548310000258},
  doi          = {10.1017/S0963548310000258},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cpc/WatanabeF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiraishiF11,
  author       = {Yuichi Shiraishi and
                  Kenji Fukumizu},
  title        = {Statistical approaches to combining binary classifiers for multi-class
                  classification},
  journal      = {Neurocomputing},
  volume       = {74},
  number       = {5},
  pages        = {680--688},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.neucom.2010.09.004},
  doi          = {10.1016/J.NEUCOM.2010.09.004},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ShiraishiF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SriperumbudurFL11,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet},
  title        = {Universality, Characteristic Kernels and {RKHS} Embedding of Measures},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2389--2410},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021077},
  doi          = {10.5555/1953048.2021077},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuSG11,
  author       = {Kenji Fukumizu and
                  Le Song and
                  Arthur Gretton},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {Kernel Bayes' Rule},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {1737--1745},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/54a367d629152b720749e187b3eaa11b-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuSG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SriperumbudurFL11,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {Learning in Hilbert vs. Banach Spaces: {A} Measure Embedding Viewpoint},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {1773--1781},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/7b13b2203029ed80337f27127a9f1d28-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SriperumbudurFL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DinuzzoF11,
  author       = {Francesco Dinuzzo and
                  Kenji Fukumizu},
  editor       = {Chun{-}Nan Hsu and
                  Wee Sun Lee},
  title        = {Learning low-rank output kernels},
  booktitle    = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
                  2011, Taoyuan, Taiwan, November 13-15, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {20},
  pages        = {181--196},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v20/dinuzzo11/dinuzzo11.pdf},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DinuzzoF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1103-0605,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  title        = {Loopy Belief Propagation, Bethe Free Energy and Graph Zeta Function},
  journal      = {CoRR},
  volume       = {abs/1103.0605},
  year         = {2011},
  url          = {http://arxiv.org/abs/1103.0605},
  eprinttype    = {arXiv},
  eprint       = {1103.0605},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1103-0605.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-0455,
  author       = {Kenji Fukumizu and
                  Chenlei Leng},
  title        = {Gradient-based kernel dimension reduction for supervised learning},
  journal      = {CoRR},
  volume       = {abs/1109.0455},
  year         = {2011},
  url          = {http://arxiv.org/abs/1109.0455},
  eprinttype    = {arXiv},
  eprint       = {1109.0455},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1109-0455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SriperumbudurGFSL10,
  author       = {Bharath K. Sriperumbudur and
                  Arthur Gretton and
                  Kenji Fukumizu and
                  Bernhard Sch{\"{o}}lkopf and
                  Gert R. G. Lanckriet},
  title        = {Hilbert Space Embeddings and Metrics on Probability Measures},
  journal      = {J. Mach. Learn. Res.},
  volume       = {11},
  pages        = {1517--1561},
  year         = {2010},
  url          = {https://dl.acm.org/doi/10.5555/1756006.1859901},
  doi          = {10.5555/1756006.1859901},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SriperumbudurGFSL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmm2/AlamNF10,
  author       = {Md. Ashad Alam and
                  Mohammed Nasser and
                  Kenji Fukumizu},
  title        = {A Comparative Study of Kernel and Robust Canonical Correlation Analysis},
  journal      = {J. Multim.},
  volume       = {5},
  number       = {1},
  pages        = {3--11},
  year         = {2010},
  url          = {https://doi.org/10.4304/jmm.5.1.3-11},
  doi          = {10.4304/JMM.5.1.3-11},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmm2/AlamNF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/SriperumbudurFGSL10,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Arthur Gretton and
                  Bernhard Sch{\"{o}}lkopf and
                  Gert R. G. Lanckriet},
  title        = {Non-parametric estimation of integral probability metrics},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2010,
                  June 13-18, 2010, Austin, Texas, USA, Proceedings},
  pages        = {1428--1432},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ISIT.2010.5513626},
  doi          = {10.1109/ISIT.2010.5513626},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/SriperumbudurFGSL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SriperumbudurFL10,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet},
  editor       = {Yee Whye Teh and
                  D. Mike Titterington},
  title        = {On the relation between universality, characteristic kernels and {RKHS}
                  embedding of measures},
  booktitle    = {Proceedings of the Thirteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
                  Italy, May 13-15, 2010},
  series       = {{JMLR} Proceedings},
  volume       = {9},
  pages        = {773--780},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v9/sriperumbudur10a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1002-3307,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  title        = {Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation},
  journal      = {CoRR},
  volume       = {abs/1002.3307},
  year         = {2010},
  url          = {http://arxiv.org/abs/1002.3307},
  eprinttype    = {arXiv},
  eprint       = {1002.3307},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1002-3307.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongHSF09,
  author       = {Le Song and
                  Jonathan Huang and
                  Alexander J. Smola and
                  Kenji Fukumizu},
  editor       = {Andrea Pohoreckyj Danyluk and
                  L{\'{e}}on Bottou and
                  Michael L. Littman},
  title        = {Hilbert space embeddings of conditional distributions with applications
                  to dynamical systems},
  booktitle    = {Proceedings of the 26th Annual International Conference on Machine
                  Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {382},
  pages        = {961--968},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1553374.1553497},
  doi          = {10.1145/1553374.1553497},
  timestamp    = {Tue, 06 Nov 2018 16:58:29 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SongHSF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrettonFHS09,
  author       = {Arthur Gretton and
                  Kenji Fukumizu and
                  Za{\"{\i}}d Harchaoui and
                  Bharath K. Sriperumbudur},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {A Fast, Consistent Kernel Two-Sample Test},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {673--681},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/9246444d94f081e3549803b928260f56-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GrettonFHS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SriperumbudurFGLS09,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Arthur Gretton and
                  Gert R. G. Lanckriet and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Kernel Choice and Classifiability for {RKHS} Embeddings of Probability
                  Distributions},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {1750--1758},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/685ac8cadc1be5ac98da9556bc1c8d9e-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SriperumbudurFGLS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WatanabeF09,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {2017--2025},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/b6f0479ae87d244975439c6124592772-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WatanabeF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0901-2698,
  author       = {Bharath K. Sriperumbudur and
                  Arthur Gretton and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {A note on integral probability metrics and {\textdollar}{\textbackslash}phi{\textdollar}-divergences},
  journal      = {CoRR},
  volume       = {abs/0901.2698},
  year         = {2009},
  url          = {http://arxiv.org/abs/0901.2698},
  eprinttype    = {arXiv},
  eprint       = {0901.2698},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0901-2698.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0903-4527,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  title        = {Graph polynomials and approximation of partition functions with Loopy
                  Belief Propagation},
  journal      = {CoRR},
  volume       = {abs/0903.4527},
  year         = {2009},
  url          = {http://arxiv.org/abs/0903.4527},
  eprinttype    = {arXiv},
  eprint       = {0903.4527},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0903-4527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WatanabeF09,
  author       = {Yusuke Watanabe and
                  Kenji Fukumizu},
  title        = {New graph polynomials from the Bethe approximation of the Ising partition
                  function},
  journal      = {CoRR},
  volume       = {abs/0908.3850},
  year         = {2009},
  url          = {http://arxiv.org/abs/0908.3850},
  eprinttype    = {arXiv},
  eprint       = {0908.3850},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WatanabeF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HagiwaraF08,
  author       = {Katsuyuki Hagiwara and
                  Kenji Fukumizu},
  title        = {Relation between weight size and degree of over-fitting in neural
                  network regression},
  journal      = {Neural Networks},
  volume       = {21},
  number       = {1},
  pages        = {48--58},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.neunet.2007.11.001},
  doi          = {10.1016/J.NEUNET.2007.11.001},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/HagiwaraF08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SriperumbudurGFLS08,
  author       = {Bharath K. Sriperumbudur and
                  Arthur Gretton and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Rocco A. Servedio and
                  Tong Zhang},
  title        = {Injective Hilbert Space Embeddings of Probability Measures},
  booktitle    = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
                  Finland, July 9-12, 2008},
  pages        = {111--122},
  publisher    = {Omnipress},
  year         = {2008},
  url          = {http://colt2008.cs.helsinki.fi/papers/103-Sriperumbudur.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/SriperumbudurGFLS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuSGS08,
  author       = {Kenji Fukumizu and
                  Bharath K. Sriperumbudur and
                  Arthur Gretton and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {Daphne Koller and
                  Dale Schuurmans and
                  Yoshua Bengio and
                  L{\'{e}}on Bottou},
  title        = {Characteristic Kernels on Groups and Semigroups},
  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        = {473--480},
  publisher    = {Curran Associates, Inc.},
  year         = {2008},
  url          = {https://proceedings.neurips.cc/paper/2008/hash/d07e70efcfab08731a97e7b91be644de-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuSGS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/TanabeFOTI07,
  author       = {Akihiro Tanabe and
                  Kenji Fukumizu and
                  Shigeyuki Oba and
                  Takashi Takenouchi and
                  Shin Ishii},
  title        = {Parameter estimation for von Mises-Fisher distributions},
  journal      = {Comput. Stat.},
  volume       = {22},
  number       = {1},
  pages        = {145--157},
  year         = {2007},
  url          = {https://doi.org/10.1007/s00180-007-0030-7},
  doi          = {10.1007/S00180-007-0030-7},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cstat/TanabeFOTI07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuBG07,
  author       = {Kenji Fukumizu and
                  Francis R. Bach and
                  Arthur Gretton},
  title        = {Statistical Consistency of Kernel Canonical Correlation Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {361--383},
  year         = {2007},
  url          = {https://dl.acm.org/doi/10.5555/1314498.1314512},
  doi          = {10.5555/1314498.1314512},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FukumizuBG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/AkahoF07,
  author       = {Shotaro Akaho and
                  Kenji Fukumizu},
  title        = {Active Learning for Network Estimation},
  booktitle    = {Proceedings of the 2007 {IEEE} Symposium on Computational Intelligence
                  in Bioinformatics and Computational Biology, {CIBCB} 2007, Honolulu,
                  Hawaii, USA, April 1-5, 2007, Part of the {IEEE} Symposium Series
                  on Computational Intelligence {(IEEE} {SSCI} 2007)},
  pages        = {402--409},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/CIBCB.2007.4221250},
  doi          = {10.1109/CIBCB.2007.4221250},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cibcb/AkahoF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunJSF07,
  author       = {Xiaohai Sun and
                  Dominik Janzing and
                  Bernhard Sch{\"{o}}lkopf and
                  Kenji Fukumizu},
  editor       = {Zoubin Ghahramani},
  title        = {A kernel-based causal learning algorithm},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {227},
  pages        = {855--862},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1273496.1273604},
  doi          = {10.1145/1273496.1273604},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SunJSF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuGSS07,
  author       = {Kenji Fukumizu and
                  Arthur Gretton and
                  Xiaohai Sun and
                  Bernhard Sch{\"{o}}lkopf},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {Kernel Measures of Conditional Dependence},
  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        = {489--496},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/3a0772443a0739141292a5429b952fe6-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuGSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrettonFTSSS07,
  author       = {Arthur Gretton and
                  Kenji Fukumizu and
                  Choon Hui Teo and
                  Le Song and
                  Bernhard Sch{\"{o}}lkopf and
                  Alexander J. Smola},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {A Kernel Statistical Test of Independence},
  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        = {585--592},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/d5cfead94f5350c12c322b5b664544c1-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GrettonFTSSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuturiF06,
  author       = {Marco Cuturi and
                  Kenji Fukumizu},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  John C. Platt and
                  Thomas Hofmann},
  title        = {Kernels on Structured Objects Through Nested Histograms},
  booktitle    = {Advances in Neural Information Processing Systems 19, Proceedings
                  of the Twentieth Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages        = {329--336},
  publisher    = {{MIT} Press},
  year         = {2006},
  url          = {https://proceedings.neurips.cc/paper/2006/hash/dc6e224a8d74ce03bf301152d6e33e97-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/CuturiF06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CuturiFV05,
  author       = {Marco Cuturi and
                  Kenji Fukumizu and
                  Jean{-}Philippe Vert},
  title        = {Semigroup Kernels on Measures},
  journal      = {J. Mach. Learn. Res.},
  volume       = {6},
  pages        = {1169--1198},
  year         = {2005},
  url          = {http://jmlr.org/papers/v6/cuturi05a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CuturiFV05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuBG05,
  author       = {Kenji Fukumizu and
                  Francis R. Bach and
                  Arthur Gretton},
  title        = {Statistical Convergence of Kernel {CCA}},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {387--394},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/7a006957be65e608e863301eb98e1808-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuBG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0507033,
  author       = {Marco Cuturi and
                  Kenji Fukumizu},
  title        = {Multiresolution Kernels},
  journal      = {CoRR},
  volume       = {abs/cs/0507033},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0507033},
  eprinttype    = {arXiv},
  eprint       = {cs/0507033},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0507033.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuBJ03,
  author       = {Kenji Fukumizu and
                  Francis R. Bach and
                  Michael I. Jordan},
  title        = {Dimensionality Reduction for Supervised Learning with Reproducing
                  Kernel Hilbert Spaces},
  journal      = {J. Mach. Learn. Res.},
  volume       = {5},
  pages        = {73--99},
  year         = {2004},
  url          = {http://jmlr.org/papers/v5/fukumizu04a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/FukumizuBJ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuBJ03,
  author       = {Kenji Fukumizu and
                  Francis R. Bach and
                  Michael I. Jordan},
  editor       = {Sebastian Thrun and
                  Lawrence K. Saul and
                  Bernhard Sch{\"{o}}lkopf},
  title        = {Kernel Dimensionality Reduction for Supervised Learning},
  booktitle    = {Advances in Neural Information Processing Systems 16 [Neural Information
                  Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
                  Whistler, British Columbia, Canada]},
  pages        = {81--88},
  publisher    = {{MIT} Press},
  year         = {2003},
  url          = {https://proceedings.neurips.cc/paper/2003/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuBJ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuAA02,
  author       = {Kenji Fukumizu and
                  Shotaro Akaho and
                  Shun{-}ichi Amari},
  editor       = {Suzanna Becker and
                  Sebastian Thrun and
                  Klaus Obermayer},
  title        = {Critical Lines in Symmetry of Mixture Models and its Application to
                  Component Splitting},
  booktitle    = {Advances in Neural Information Processing Systems 15 [Neural Information
                  Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
                  Columbia, Canada]},
  pages        = {865--872},
  publisher    = {{MIT} Press},
  year         = {2002},
  url          = {https://proceedings.neurips.cc/paper/2002/hash/2d3acd3e240c61820625fff66a19938f-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FukumizuAA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/AmariPF00,
  author       = {Shun{-}ichi Amari and
                  Hyeyoung Park and
                  Kenji Fukumizu},
  title        = {Adaptive Method of Realizing Natural Gradient Learning for Multilayer
                  Perceptrons},
  journal      = {Neural Comput.},
  volume       = {12},
  number       = {6},
  pages        = {1399--1409},
  year         = {2000},
  url          = {https://doi.org/10.1162/089976600300015420},
  doi          = {10.1162/089976600300015420},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/AmariPF00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/FukumizuA00,
  author       = {Kenji Fukumizu and
                  Shun{-}ichi Amari},
  title        = {Local minima and plateaus in hierarchical structures of multilayer
                  perceptrons},
  journal      = {Neural Networks},
  volume       = {13},
  number       = {3},
  pages        = {317--327},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0893-6080(00)00009-5},
  doi          = {10.1016/S0893-6080(00)00009-5},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/FukumizuA00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ParkAF00,
  author       = {Hyeyoung Park and
                  Shun{-}ichi Amari and
                  Kenji Fukumizu},
  title        = {Adaptive natural gradient learning algorithms for various stochastic
                  models},
  journal      = {Neural Networks},
  volume       = {13},
  number       = {7},
  pages        = {755--764},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0893-6080(00)00051-4},
  doi          = {10.1016/S0893-6080(00)00051-4},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/ParkAF00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Fukumizu00,
  author       = {Kenji Fukumizu},
  title        = {Statistical active learning in multilayer perceptrons},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {11},
  number       = {1},
  pages        = {17--26},
  year         = {2000},
  url          = {https://doi.org/10.1109/72.822506},
  doi          = {10.1109/72.822506},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/Fukumizu00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/ParkFAL00,
  author       = {Hyeyoung Park and
                  Kenji Fukumizu and
                  Shun{-}ichi Amari and
                  Yillbyung Lee},
  editor       = {Riichiro Mizoguchi and
                  John K. Slaney},
  title        = {An Efficient Learning Algorithm Using Naturla Gradient and Second
                  Order Information of Error Surface},
  booktitle    = {{PRICAI} 2000, Topics in Artificial Intelligence, 6th Pacific Rim
                  International Conference on Artificial Intelligence, Melbourne, Australia,
                  August 28 - September 1, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1886},
  pages        = {199--207},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44533-1\_23},
  doi          = {10.1007/3-540-44533-1\_23},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pricai/ParkFAL00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Fukumizu98,
  author       = {Kenji Fukumizu},
  editor       = {Osamu Watanabe and
                  Takashi Yokomori},
  title        = {Generalization Error of Limear Neural Networks in Unidentifiable Cases},
  booktitle    = {Algorithmic Learning Theory, 10th International Conference, {ALT}
                  '99, Tokyo, Japan, December 6-8, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1720},
  pages        = {51--62},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-46769-6\_5},
  doi          = {10.1007/3-540-46769-6\_5},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/Fukumizu98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Fukumizu98,
  author       = {Kenji Fukumizu},
  editor       = {Shiro Usui and
                  Takashi Omori},
  title        = {Effect of Batch Learning in Multilayer Neural Networks},
  booktitle    = {The Fifth International Conference on Neural Information Processing,
                  ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings},
  pages        = {67--70},
  publisher    = {{IOA} Press},
  year         = {1998},
  timestamp    = {Tue, 10 May 2005 13:22:06 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/Fukumizu98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mk/98/WatanabeF98,
  author       = {Sumio Watanabe and
                  Kenji Fukumizu},
  editor       = {Cornelius T. Leondes},
  title        = {Probabilistic design},
  booktitle    = {Algorithms and Architectures},
  series       = {Neural network systems techniques and applications},
  volume       = {1},
  pages        = {181--229},
  publisher    = {Morgan Kaufmann},
  year         = {1998},
  url          = {https://doi.org/10.1016/s1874-5946(98)80071-0},
  doi          = {10.1016/S1874-5946(98)80071-0},
  timestamp    = {Thu, 14 May 2020 16:10:09 +0200},
  biburl       = {https://dblp.org/rec/books/mk/98/WatanabeF98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/IshiFW96,
  author       = {Shin Ishii and
                  Kenji Fukumizu and
                  Sumio Watanabe},
  title        = {A network of chaotic elements for information processing},
  journal      = {Neural Networks},
  volume       = {9},
  number       = {1},
  pages        = {25--40},
  year         = {1996},
  url          = {https://doi.org/10.1016/0893-6080(95)00100-X},
  doi          = {10.1016/0893-6080(95)00100-X},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/IshiFW96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Fukumizu96,
  author       = {Kenji Fukumizu},
  title        = {A Regularity Condition of the Information Matrix of a Multilayer Perceptron
                  Network},
  journal      = {Neural Networks},
  volume       = {9},
  number       = {5},
  pages        = {871--879},
  year         = {1996},
  url          = {https://doi.org/10.1016/0893-6080(95)00119-0},
  doi          = {10.1016/0893-6080(95)00119-0},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/Fukumizu96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WatanabeF95,
  author       = {Sumio Watanabe and
                  Kenji Fukumizu},
  title        = {Probabilistic design of layered neural networks based on their unified
                  framework},
  journal      = {{IEEE} Trans. Neural Networks},
  volume       = {6},
  number       = {3},
  pages        = {691--702},
  year         = {1995},
  url          = {https://doi.org/10.1109/72.377974},
  doi          = {10.1109/72.377974},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/WatanabeF95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Fukumizu95,
  author       = {Kenji Fukumizu},
  editor       = {David S. Touretzky and
                  Michael Mozer and
                  Michael E. Hasselmo},
  title        = {Active Learning in Multilayer Perceptrons},
  booktitle    = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
                  CO, USA, November 27-30, 1995},
  pages        = {295--301},
  publisher    = {{MIT} Press},
  year         = {1995},
  url          = {http://papers.nips.cc/paper/1140-active-learning-in-multilayer-perceptrons},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Fukumizu95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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