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BibTeX records: Sumio Watanabe
@article{DBLP:journals/corr/abs-2303-05731, author = {Naoki Yoshida and Sumio Watanabe}, title = {Upper Bound of Real Log Canonical Threshold of Tensor Decomposition and its Application to Bayesian Inference}, journal = {CoRR}, volume = {abs/2303.05731}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.05731}, doi = {10.48550/ARXIV.2303.05731}, eprinttype = {arXiv}, eprint = {2303.05731}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-05731.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-15739, author = {Shuya Nagayasu and Sumio Watanabe}, title = {Bayesian Free Energy of Deep ReLU Neural Network in Overparametrized Cases}, journal = {CoRR}, volume = {abs/2303.15739}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.15739}, doi = {10.48550/ARXIV.2303.15739}, eprinttype = {arXiv}, eprint = {2303.15739}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-15739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-01417, author = {Shuya Nagayasu and Sumio Watanabe}, title = {Free energy of Bayesian Convolutional Neural Network with Skip Connection}, journal = {CoRR}, volume = {abs/2307.01417}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.01417}, doi = {10.48550/ARXIV.2307.01417}, eprinttype = {arXiv}, eprint = {2307.01417}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-01417.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/NagayasuW22, author = {Shuya Nagayasu and Sumio Watanabe}, title = {Asymptotic behavior of free energy when optimal probability distribution is not unique}, journal = {Neurocomputing}, volume = {500}, pages = {528--536}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.05.071}, doi = {10.1016/J.NEUCOM.2022.05.071}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/NagayasuW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-06884, author = {Takumi Watanabe and Sumio Watanabe}, title = {Asymptotic Behavior of Bayesian Generalization Error in Multinomial Mixtures}, journal = {CoRR}, volume = {abs/2203.06884}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.06884}, doi = {10.48550/ARXIV.2203.06884}, eprinttype = {arXiv}, eprint = {2203.06884}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-06884.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05630, author = {Sumio Watanabe}, title = {Mathematical Theory of Bayesian Statistics for Unknown Information Source}, journal = {CoRR}, volume = {abs/2206.05630}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05630}, doi = {10.48550/ARXIV.2206.05630}, eprinttype = {arXiv}, eprint = {2206.05630}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05630.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-10049, author = {Sumio Watanabe}, title = {Recent Advances in Algebraic Geometry and Bayesian Statistics}, journal = {CoRR}, volume = {abs/2211.10049}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.10049}, doi = {10.48550/ARXIV.2211.10049}, eprinttype = {arXiv}, eprint = {2211.10049}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-10049.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieiceta/KariyaW20, author = {Natsuki Kariya and Sumio Watanabe}, title = {Testing Homogeneity for Normal Mixture Models: Variational Bayes Approach}, journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.}, volume = {103-A}, number = {11}, pages = {1274--1282}, year = {2020}, url = {https://doi.org/10.1587/transfun.2019EAP1172}, doi = {10.1587/TRANSFUN.2019EAP1172}, timestamp = {Mon, 18 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ieiceta/KariyaW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sncs/HayashiW20, author = {Naoki Hayashi and Sumio Watanabe}, title = {Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization}, journal = {{SN} Comput. Sci.}, volume = {1}, number = {2}, pages = {69}, year = {2020}, url = {https://doi.org/10.1007/s42979-020-0071-3}, doi = {10.1007/S42979-020-0071-3}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sncs/HayashiW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/HayashiW17, author = {Naoki Hayashi and Sumio Watanabe}, title = {Upper bound of Bayesian generalization error in non-negative matrix factorization}, journal = {Neurocomputing}, volume = {266}, pages = {21--28}, year = {2017}, url = {https://doi.org/10.1016/j.neucom.2017.04.068}, doi = {10.1016/J.NEUCOM.2017.04.068}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/HayashiW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/KohjimaW17, author = {Masahiro Kohjima and Sumio Watanabe}, editor = {Alessandra Lintas and Stefano Rovetta and Paul F. M. J. Verschure and Alessandro E. P. Villa}, title = {Phase Transition Structure of Variational Bayesian Nonnegative Matrix Factorization}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10614}, pages = {146--154}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-68612-7\_17}, doi = {10.1007/978-3-319-68612-7\_17}, timestamp = {Fri, 27 Mar 2020 08:51:30 +0100}, biburl = {https://dblp.org/rec/conf/icann/KohjimaW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssci/HayashiW17, author = {Naoki Hayashi and Sumio Watanabe}, title = {Tighter upper bound of real log canonical threshold of non-negative matrix factorization and its application to Bayesian inference}, booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI} 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}, pages = {1--8}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SSCI.2017.8280811}, doi = {10.1109/SSCI.2017.8280811}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ssci/HayashiW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-04212, author = {Naoki Hayashi and Sumio Watanabe}, title = {Upper Bound of Bayesian Generalization Error in Stochastic Matrix Factorization}, journal = {CoRR}, volume = {abs/1709.04212}, year = {2017}, url = {http://arxiv.org/abs/1709.04212}, eprinttype = {arXiv}, eprint = {1709.04212}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-04212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/KodaW16, author = {Natsuki Koda and Sumio Watanabe}, title = {Interpretation Method of Nonlinear Multilayer Principal Component Analysis by Using Sparsity and Hierarchical Clustering}, booktitle = {15th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016}, pages = {1063--1066}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICMLA.2016.0193}, doi = {10.1109/ICMLA.2016.0193}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/KodaW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1612-04112, author = {Naoki Hayashi and Sumio Watanabe}, title = {Upper Bound of Bayesian Generalization Error in Non-negative Matrix Factorization}, journal = {CoRR}, volume = {abs/1612.04112}, year = {2016}, url = {http://arxiv.org/abs/1612.04112}, eprinttype = {arXiv}, eprint = {1612.04112}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1612-04112.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Watanabe15, author = {Sumio Watanabe}, title = {Bayesian Cross Validation and {WAIC} for Predictive Prior Design in Regular Asymptotic Theory}, journal = {CoRR}, volume = {abs/1503.07970}, year = {2015}, url = {http://arxiv.org/abs/1503.07970}, eprinttype = {arXiv}, eprint = {1503.07970}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Watanabe15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/Watanabe13, author = {Sumio Watanabe}, title = {A widely applicable Bayesian information criterion}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {867--897}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2502609}, doi = {10.5555/2567709.2502609}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Watanabe13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miwai/OharaYW13, author = {Shigehiro Ohara and Keisuke Yamazaki and Sumio Watanabe}, editor = {Sheela Ramanna and Pawan Lingras and Chattrakul Sombattheera and Aneesh Krishna}, title = {A Geometric Evaluation of Self-Organizing Map and Application to City Data Analysis}, booktitle = {Multi-disciplinary Trends in Artificial Intelligence - 7th International Workshop, {MIWAI} 2013, Krabi, Thailand, December 9-11, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8271}, pages = {165--174}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-44949-9\_16}, doi = {10.1007/978-3-642-44949-9\_16}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/miwai/OharaYW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/YamadaW12, author = {Koshi Yamada and Sumio Watanabe}, title = {Statistical Learning Theory of Quasi-Regular Cases}, journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.}, volume = {95-A}, number = {12}, pages = {2479--2487}, year = {2012}, url = {https://doi.org/10.1587/transfun.E95.A.2479}, doi = {10.1587/TRANSFUN.E95.A.2479}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/YamadaW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scisisis/YamadaW12, author = {Koshi Yamada and Sumio Watanabe}, title = {Information criterion for variational Bayes learning in regular and singular cases}, booktitle = {The 6th International Conference on Soft Computing and Intelligent Systems (SCIS), and The 13th International Symposium on Advanced Intelligence Systems (ISIS), Kobe, Japan, November 20-24, 2012}, pages = {1551--1555}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SCIS-ISIS.2012.6505025}, doi = {10.1109/SCIS-ISIS.2012.6505025}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/scisisis/YamadaW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1208-6338, author = {Sumio Watanabe}, title = {A Widely Applicable Bayesian Information Criterion}, journal = {CoRR}, volume = {abs/1208.6338}, year = {2012}, url = {http://arxiv.org/abs/1208.6338}, eprinttype = {arXiv}, eprint = {1208.6338}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1208-6338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-2511, author = {Keisuke Yamazaki and Sumio Watanabe}, title = {Stochastic complexity of Bayesian networks}, journal = {CoRR}, volume = {abs/1212.2511}, year = {2012}, url = {http://arxiv.org/abs/1212.2511}, eprinttype = {arXiv}, eprint = {1212.2511}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-2511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/KajiW11, author = {Daisuke Kaji and Sumio Watanabe}, title = {Two design methods of hyperparameters in variational Bayes learning for Bernoulli mixtures}, journal = {Neurocomputing}, volume = {74}, number = {11}, pages = {2002--2007}, year = {2011}, url = {https://doi.org/10.1016/j.neucom.2010.06.027}, doi = {10.1016/J.NEUCOM.2010.06.027}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/KajiW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ajiips/KajiWW10, author = {Daisuke Kaji and Kazuho Watanabe and Sumio Watanabe}, title = {Phase Transition of Variational Bayes Learning in Bernoulli Mixture}, journal = {Aust. J. Intell. Inf. Process. Syst.}, volume = {11}, number = {4}, year = {2010}, url = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1123}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ajiips/KajiWW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/Watanabe10, author = {Sumio Watanabe}, title = {Equations of States in Statistical Learning for an Unrealizable and Regular Case}, journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.}, volume = {93-A}, number = {3}, pages = {617--626}, year = {2010}, url = {https://doi.org/10.1587/transfun.E93.A.617}, doi = {10.1587/TRANSFUN.E93.A.617}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/Watanabe10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/Watanabe10, author = {Sumio Watanabe}, title = {Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {3571--3594}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1953045}, doi = {10.5555/1756006.1953045}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Watanabe10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/Watanabe10, author = {Sumio Watanabe}, title = {Equations of states in singular statistical estimation}, journal = {Neural Networks}, volume = {23}, number = {1}, pages = {20--34}, year = {2010}, url = {https://doi.org/10.1016/j.neunet.2009.08.002}, doi = {10.1016/J.NEUNET.2009.08.002}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/Watanabe10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/YamazakiAW10, author = {Keisuke Yamazaki and Miki Aoyagi and Sumio Watanabe}, title = {Asymptotic analysis of Bayesian generalization error with Newton diagram}, journal = {Neural Networks}, volume = {23}, number = {1}, pages = {35--43}, year = {2010}, url = {https://doi.org/10.1016/j.neunet.2009.07.029}, doi = {10.1016/J.NEUNET.2009.07.029}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/YamazakiAW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/SaitohW10, author = {Fumiaki Saitoh and Sumio Watanabe}, editor = {Kok Wai Wong and B. Sumudu U. Mendis and Abdesselam Bouzerdoum}, title = {On Generalization Error of Self-Organizing Map}, booktitle = {Neural Information Processing. Models and Applications - 17th International Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6444}, pages = {399--406}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17534-3\_49}, doi = {10.1007/978-3-642-17534-3\_49}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/SaitohW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1001-2957, author = {Sumio Watanabe}, title = {Asymptotic Learning Curve and Renormalizable Condition in Statistical Learning Theory}, journal = {CoRR}, volume = {abs/1001.2957}, year = {2010}, url = {http://arxiv.org/abs/1001.2957}, eprinttype = {arXiv}, eprint = {1001.2957}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1001-2957.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1004-2316, author = {Sumio Watanabe}, title = {Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory}, journal = {CoRR}, volume = {abs/1004.2316}, year = {2010}, url = {http://arxiv.org/abs/1004.2316}, eprinttype = {arXiv}, eprint = {1004.2316}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1004-2316.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WatanabeSW09, author = {Kazuho Watanabe and Motoki Shiga and Sumio Watanabe}, title = {Upper bound for variational free energy of Bayesian networks}, journal = {Mach. Learn.}, volume = {75}, number = {2}, pages = {199--215}, year = {2009}, url = {https://doi.org/10.1007/s10994-008-5099-x}, doi = {10.1007/S10994-008-5099-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WatanabeSW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/NishiyamaW09, author = {Yu Nishiyama and Sumio Watanabe}, title = {Accuracy of Loopy belief propagation in Gaussian models}, journal = {Neural Networks}, volume = {22}, number = {4}, pages = {385--394}, year = {2009}, url = {https://doi.org/10.1016/j.neunet.2009.01.003}, doi = {10.1016/J.NEUNET.2009.01.003}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/NishiyamaW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/KajiW09a, author = {Daisuke Kaji and Sumio Watanabe}, editor = {Chi{-}Sing Leung and Minho Lee and Jonathan Hoyin Chan}, title = {Optimal Hyperparameters for Generalized Learning and Knowledge Discovery in Variational Bayes}, booktitle = {Neural Information Processing, 16th International Conference, {ICONIP} 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5863}, pages = {476--483}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-10677-4\_54}, doi = {10.1007/978-3-642-10677-4\_54}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/KajiW09a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0901-2376, author = {Sumio Watanabe}, title = {A Limit Theorem in Singular Regression Problem}, journal = {CoRR}, volume = {abs/0901.2376}, year = {2009}, url = {http://arxiv.org/abs/0901.2376}, eprinttype = {arXiv}, eprint = {0901.2376}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0901-2376.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0906-0211, author = {Sumio Watanabe}, title = {Equations of States in Statistical Learning for a Nonparametrizable and Regular Case}, journal = {CoRR}, volume = {abs/0906.0211}, year = {2009}, url = {http://arxiv.org/abs/0906.0211}, eprinttype = {arXiv}, eprint = {0906.0211}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0906-0211.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/NagataW08, author = {Kenji Nagata and Sumio Watanabe}, title = {Asymptotic behavior of exchange ratio in exchange Monte Carlo method}, journal = {Neural Networks}, volume = {21}, number = {7}, pages = {980--988}, year = {2008}, url = {https://doi.org/10.1016/j.neunet.2007.11.002}, doi = {10.1016/J.NEUNET.2007.11.002}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/NagataW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/NagataW08, author = {Kenji Nagata and Sumio Watanabe}, title = {Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines}, journal = {{IEEE} Trans. Neural Networks}, volume = {19}, number = {7}, pages = {1253--1266}, year = {2008}, url = {https://doi.org/10.1109/TNN.2008.2000202}, doi = {10.1109/TNN.2008.2000202}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/NagataW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaisc/NishiyamaW08, author = {Yu Nishiyama and Sumio Watanabe}, editor = {Leszek Rutkowski and Ryszard Tadeusiewicz and Lotfi A. Zadeh and Jacek M. Zurada}, title = {On the Minima of Bethe Free Energy in Gaussian Distributions}, booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5097}, pages = {1075--1086}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-69731-2\_101}, doi = {10.1007/978-3-540-69731-2\_101}, timestamp = {Tue, 14 May 2019 10:00:55 +0200}, biburl = {https://dblp.org/rec/conf/icaisc/NishiyamaW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/NishiyamaW08, author = {Yu Nishiyama and Sumio Watanabe}, editor = {Vera Kurkov{\'{a}} and Roman Neruda and Jan Koutn{\'{\i}}k}, title = {Generalization of Concave and Convex Decomposition in Kikuchi Free Energy}, booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5163}, pages = {51--60}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-87536-9\_6}, doi = {10.1007/978-3-540-87536-9\_6}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/NishiyamaW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/MatsumotoW09, author = {Masashi Matsumoto and Sumio Watanabe}, editor = {Mario K{\"{o}}ppen and Nikola K. Kasabov and George G. Coghill}, title = {Experimental Study of Ergodic Learning Curve in Hidden Markov Models}, booktitle = {Advances in Neuro-Information Processing, 15th International Conference, {ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5506}, pages = {688--695}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-642-02490-0\_84}, doi = {10.1007/978-3-642-02490-0\_84}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/MatsumotoW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/NagataW09, author = {Kenji Nagata and Sumio Watanabe}, editor = {Mario K{\"{o}}ppen and Nikola K. Kasabov and George G. Coghill}, title = {Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models}, booktitle = {Advances in Neuro-Information Processing, 15th International Conference, {ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5506}, pages = {696--706}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-642-02490-0\_85}, doi = {10.1007/978-3-642-02490-0\_85}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iconip/NagataW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/KajiW09, author = {Daisuke Kaji and Sumio Watanabe}, editor = {Mario K{\"{o}}ppen and Nikola K. Kasabov and George G. Coghill}, title = {Model Selection Method for AdaBoost Using Formal Information Criteria}, booktitle = {Advances in Neuro-Information Processing, 15th International Conference, {ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5507}, pages = {903--910}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-642-03040-6\_110}, doi = {10.1007/978-3-642-03040-6\_110}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/KajiW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/Watanabe08, author = {Sumio Watanabe}, title = {A formula of equations of states in singular learning machines}, booktitle = {Proceedings of the International Joint Conference on Neural Networks, {IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence, {WCCI} 2008, Hong Kong, China, June 1-6, 2008}, pages = {2098--2105}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/IJCNN.2008.4634086}, doi = {10.1109/IJCNN.2008.4634086}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/Watanabe08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/NakajimaW07, author = {Shinichi Nakajima and Sumio Watanabe}, title = {Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance}, journal = {Neural Comput.}, volume = {19}, number = {4}, pages = {1112--1153}, year = {2007}, url = {https://doi.org/10.1162/neco.2007.19.4.1112}, doi = {10.1162/NECO.2007.19.4.1112}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/NakajimaW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/WatanabeW07, author = {Kazuho Watanabe and Sumio Watanabe}, title = {Stochastic complexities of general mixture models in variational Bayesian learning}, journal = {Neural Networks}, volume = {20}, number = {2}, pages = {210--219}, year = {2007}, url = {https://doi.org/10.1016/j.neunet.2006.05.030}, doi = {10.1016/J.NEUNET.2006.05.030}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/WatanabeW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcs/WatanabeW07, author = {Kazuho Watanabe and Sumio Watanabe}, title = {Stochastic complexity for mixture of exponential families in generalized variational Bayes}, journal = {Theor. Comput. Sci.}, volume = {387}, number = {1}, pages = {4--17}, year = {2007}, url = {https://doi.org/10.1016/j.tcs.2007.07.039}, doi = {10.1016/J.TCS.2007.07.039}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcs/WatanabeW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/foci/Watanabe07, author = {Sumio Watanabe}, title = {Almost All Learning Machines are Singular}, booktitle = {Proceedings of the {IEEE} Symposium on Foundations of Computational Intelligence, {FOCI} 2007, part of the {IEEE} Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007}, pages = {383--388}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/FOCI.2007.371500}, doi = {10.1109/FOCI.2007.371500}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/foci/Watanabe07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/foci/NagataW07, author = {Kenji Nagata and Sumio Watanabe}, title = {Analysis of Exchange Ratio for Exchange Monte Carlo Method}, booktitle = {Proceedings of the {IEEE} Symposium on Foundations of Computational Intelligence, {FOCI} 2007, part of the {IEEE} Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007}, pages = {434--439}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/FOCI.2007.371508}, doi = {10.1109/FOCI.2007.371508}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/foci/NagataW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/NakajimaW07, author = {Shinichi Nakajima and Sumio Watanabe}, editor = {Joaquim Marques de S{\'{a}} and Lu{\'{\i}}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic}, title = {Generalization Error of Automatic Relevance Determination}, booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4668}, pages = {1--10}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74690-4\_1}, doi = {10.1007/978-3-540-74690-4\_1}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/NakajimaW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/MatsudaW07, author = {Takeshi Matsuda and Sumio Watanabe}, editor = {Joaquim Marques de S{\'{a}} and Lu{\'{\i}}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic}, title = {On a Singular Point to Contribute to a Learning Coefficient and Weighted Resolution of Singularities}, booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4668}, pages = {11--18}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74690-4\_2}, doi = {10.1007/978-3-540-74690-4\_2}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/MatsudaW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/NishiyamaW07, author = {Yu Nishiyama and Sumio Watanabe}, editor = {Joaquim Marques de S{\'{a}} and Lu{\'{\i}}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic}, title = {Theoretical Analysis of Accuracy of Gaussian Belief Propagation}, booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4668}, pages = {29--38}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74690-4\_4}, doi = {10.1007/978-3-540-74690-4\_4}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/NishiyamaW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/IriguchiW07, author = {Ryosuke Iriguchi and Sumio Watanabe}, editor = {Joaquim Marques de S{\'{a}} and Lu{\'{\i}}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic}, title = {Estimation of Poles of Zeta Function in Learning Theory Using Pad{\'{e}} Approximation}, booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4668}, pages = {88--97}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74690-4\_10}, doi = {10.1007/978-3-540-74690-4\_10}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/IriguchiW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/NagataW07, author = {Kenji Nagata and Sumio Watanabe}, editor = {Joaquim Marques de S{\'{a}} and Lu{\'{\i}}s A. Alexandre and Wlodzislaw Duch and Danilo P. Mandic}, title = {Algebraic Geometric Study of Exchange Monte Carlo Method}, booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4668}, pages = {687--696}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-74690-4\_70}, doi = {10.1007/978-3-540-74690-4\_70}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/NagataW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YamazakiKWSM07, author = {Keisuke Yamazaki and Motoaki Kawanabe and Sumio Watanabe and Masashi Sugiyama and Klaus{-}Robert M{\"{u}}ller}, editor = {Zoubin Ghahramani}, title = {Asymptotic Bayesian generalization error when training and test distributions are different}, 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 = {1079--1086}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273632}, doi = {10.1145/1273496.1273632}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/YamazakiKWSM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/NagataW07, author = {Kenji Nagata and Sumio Watanabe}, editor = {Masumi Ishikawa and Kenji Doya and Hiroyuki Miyamoto and Takeshi Yamakawa}, title = {Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method}, booktitle = {Neural Information Processing, 14th International Conference, {ICONIP} 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {4985}, pages = {67--76}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-69162-4\_8}, doi = {10.1007/978-3-540-69162-4\_8}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/NagataW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/YamazakiW07, author = {Keisuke Yamazaki and Sumio Watanabe}, editor = {Masumi Ishikawa and Kenji Doya and Hiroyuki Miyamoto and Takeshi Yamakawa}, title = {Experimental Bayesian Generalization Error of Non-regular Models under Covariate Shift}, booktitle = {Neural Information Processing, 14th International Conference, {ICONIP} 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4984}, pages = {466--476}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-69158-7\_49}, doi = {10.1007/978-3-540-69158-7\_49}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/YamazakiW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdai/AoyagiW07, author = {Miki Aoyagi and Sumio Watanabe}, editor = {Vicen{\c{c}} Torra and Yasuo Narukawa and Yuji Yoshida}, title = {Resolution of Singularities and Stochastic Complexity of Complete Bipartite Graph-Type Spin Model in Bayesian Estimation}, booktitle = {Modeling Decisions for Artificial Intelligence, 4th International Conference, {MDAI} 2007, Kitakyushu, Japan, August 16-18, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4617}, pages = {443--454}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-73729-2\_42}, doi = {10.1007/978-3-540-73729-2\_42}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/mdai/AoyagiW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlmta/MatsudaW07, author = {Takeshi Matsuda and Sumio Watanabe}, editor = {Hamid R. Arabnia and Matthias Dehmer and Frank Emmert{-}Streib and Mary Qu Yang}, title = {The Calculation Method of Learning Coefficients by Weighted Resolution of Singularities}, booktitle = {Proceedings of the 2007 International Conference on Machine Learning; Models, Technologies {\&} Applications, {MLMTA} 2007, June 25-28, 2007, Las Vegas Nevada, {USA}}, pages = {177--181}, publisher = {{CSREA} Press}, year = {2007}, timestamp = {Fri, 04 Jan 2008 11:07:18 +0100}, biburl = {https://dblp.org/rec/conf/mlmta/MatsudaW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0712-0653, author = {Sumio Watanabe}, title = {Equations of States in Singular Statistical Estimation}, journal = {CoRR}, volume = {abs/0712.0653}, year = {2007}, url = {http://arxiv.org/abs/0712.0653}, eprinttype = {arXiv}, eprint = {0712.0653}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0712-0653.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/NakajimaW06, author = {Shinichi Nakajima and Sumio Watanabe}, title = {Generalization Performance of Subspace Bayes Approach in Linear Neural Networks}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {89-D}, number = {3}, pages = {1128--1138}, year = {2006}, url = {https://doi.org/10.1093/ietisy/e89-d.3.1128}, doi = {10.1093/IETISY/E89-D.3.1128}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/NakajimaW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/WatanabeW06, author = {Kazuho Watanabe and Sumio Watanabe}, title = {Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation}, journal = {J. Mach. Learn. Res.}, volume = {7}, pages = {625--644}, year = {2006}, url = {http://jmlr.org/papers/v7/watanabe06a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/WatanabeW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iastedCI/AoyagiW06, author = {Miki Aoyagi and Sumio Watanabe}, editor = {Boris Kovalerchuk}, title = {Generalization error of three layered learning model in bayesian estimation}, booktitle = {Proceedings of the Second {IASTED} International Conference on Computational Intelligence, San Francisco, California, USA, November 20-22, 2006}, pages = {295--300}, publisher = {{IASTED/ACTA} Press}, year = {2006}, timestamp = {Mon, 30 Nov 2009 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iastedCI/AoyagiW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/MatsudaW06, author = {Takeshi Matsuda and Sumio Watanabe}, editor = {Stefanos D. Kollias and Andreas Stafylopatis and Wlodzislaw Duch and Erkki Oja}, title = {Analytic Equivalence of Bayes a Posteriori Distributions}, booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4131}, pages = {113--121}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11840817\_12}, doi = {10.1007/11840817\_12}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/MatsudaW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/NakajimaW06, author = {Shinichi Nakajima and Sumio Watanabe}, editor = {Stefanos D. Kollias and Andreas Stafylopatis and Wlodzislaw Duch and Erkki Oja}, title = {Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem}, booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {4132}, pages = {240--249}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11840930\_25}, doi = {10.1007/11840930\_25}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/NakajimaW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/YamazakiNWM06, author = {Keisuke Yamazaki and Kenji Nagata and Sumio Watanabe and Klaus{-}Robert M{\"{u}}ller}, editor = {Stefanos D. Kollias and Andreas Stafylopatis and Wlodzislaw Duch and Erkki Oja}, title = {A Model Selection Method Based on Bound of Learning Coefficient}, booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {4132}, pages = {371--380}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11840930\_38}, doi = {10.1007/11840930\_38}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icann/YamazakiNWM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/HosinoWW06, author = {Tikara Hosino and Kazuho Watanabe and Sumio Watanabe}, editor = {Irwin King and Jun Wang and Laiwan Chan and DeLiang L. Wang}, title = {Free Energy of Stochastic Context Free Grammar on Variational Bayes}, booktitle = {Neural Information Processing, 13th International Conference, {ICONIP} 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4232}, pages = {407--416}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11893028\_46}, doi = {10.1007/11893028\_46}, timestamp = {Tue, 14 May 2019 10:00:42 +0200}, biburl = {https://dblp.org/rec/conf/iconip/HosinoWW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/NishiyamaW06, author = {Yu Nishiyama and Sumio Watanabe}, editor = {Irwin King and Jun Wang and Laiwan Chan and DeLiang L. Wang}, title = {Asymptotic Behavior of Stochastic Complexity of Complete Bipartite Graph-Type Boltzmann Machines}, booktitle = {Neural Information Processing, 13th International Conference, {ICONIP} 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4232}, pages = {417--426}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11893028\_47}, doi = {10.1007/11893028\_47}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iconip/NishiyamaW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/TakamatsuNW06, author = {Shingo Takamatsu and Shinichi Nakajima and Sumio Watanabe}, editor = {Irwin King and Jun Wang and Laiwan Chan and DeLiang L. Wang}, title = {Localized Bayes Estimation for Non-identifiable Models}, booktitle = {Neural Information Processing, 13th International Conference, {ICONIP} 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {4232}, pages = {650--659}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11893028\_73}, doi = {10.1007/11893028\_73}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iconip/TakamatsuNW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/NagataW06, author = {Kenji Nagata and Sumio Watanabe}, editor = {Emilio Corchado and Hujun Yin and Vicente J. Botti and Colin Fyfe}, title = {Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4224}, pages = {125--132}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11875581\_15}, doi = {10.1007/11875581\_15}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/ideal/NagataW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/WatanabeSW06, author = {Kazuho Watanabe and Motoki Shiga and Sumio Watanabe}, editor = {Emilio Corchado and Hujun Yin and Vicente J. Botti and Colin Fyfe}, title = {Upper Bounds for Variational Stochastic Complexities of Bayesian Networks}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4224}, pages = {139--146}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11875581\_17}, doi = {10.1007/11875581\_17}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ideal/WatanabeSW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/NagataW06, author = {Kenji Nagata and Sumio Watanabe}, title = {The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines}, booktitle = {Proceedings of the International Joint Conference on Neural Networks, {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence, {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006}, pages = {3351--3357}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IJCNN.2006.247334}, doi = {10.1109/IJCNN.2006.247334}, timestamp = {Tue, 10 Aug 2021 14:29:47 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/NagataW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/Watanabe05, author = {Sumio Watanabe}, title = {Algebraic geometry of singular learning machines and symmetry of generalization and training errors}, journal = {Neurocomputing}, volume = {67}, pages = {198--213}, year = {2005}, url = {https://doi.org/10.1016/j.neucom.2004.11.037}, doi = {10.1016/J.NEUCOM.2004.11.037}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/Watanabe05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/YamazakiW05, author = {Keisuke Yamazaki and Sumio Watanabe}, title = {Algebraic geometry and stochastic complexity of hidden Markov models}, journal = {Neurocomputing}, volume = {69}, number = {1-3}, pages = {62--84}, year = {2005}, url = {https://doi.org/10.1016/j.neucom.2005.02.014}, doi = {10.1016/J.NEUCOM.2005.02.014}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/YamazakiW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/AoyagiW05, author = {Miki Aoyagi and Sumio Watanabe}, title = {Stochastic complexities of reduced rank regression in Bayesian estimation}, journal = {Neural Networks}, volume = {18}, number = {7}, pages = {924--933}, year = {2005}, url = {https://doi.org/10.1016/j.neunet.2005.03.014}, doi = {10.1016/J.NEUNET.2005.03.014}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/AoyagiW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/YamazakiW05, author = {Keisuke Yamazaki and Sumio Watanabe}, title = {Singularities in complete bipartite graph-type Boltzmann machines and upper bounds of stochastic complexities}, journal = {{IEEE} Trans. Neural Networks}, volume = {16}, number = {2}, pages = {312--324}, year = {2005}, url = {https://doi.org/10.1109/TNN.2004.841792}, doi = {10.1109/TNN.2004.841792}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/YamazakiW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/WatanabeW05, author = {Kazuho Watanabe and Sumio Watanabe}, editor = {Sanjay Jain and Hans Ulrich Simon and Etsuji Tomita}, title = {Stochastic Complexity for Mixture of Exponential Families in Variational Bayes}, booktitle = {Algorithmic Learning Theory, 16th International Conference, {ALT} 2005, Singapore, October 8-11, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3734}, pages = {107--121}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11564089\_10}, doi = {10.1007/11564089\_10}, timestamp = {Fri, 08 Sep 2023 21:18:15 +0200}, biburl = {https://dblp.org/rec/conf/alt/WatanabeW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NakajimaW05, author = {Shinichi Nakajima and Sumio Watanabe}, editor = {Leslie Pack Kaelbling and Alessandro Saffiotti}, title = {Generalization Error of Linear Neural Networks in an Empirical Bayes Approach}, booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August 5, 2005}, pages = {804--810}, publisher = {Professional Book Center}, year = {2005}, url = {http://ijcai.org/Proceedings/05/Papers/0770.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/NakajimaW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WatanabeW05, author = {Kazuho Watanabe and Sumio Watanabe}, title = {Variational Bayesian Stochastic Complexity of Mixture Models}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1465--1472}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/b6617980ce90f637e68c3ebe8b9be745-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WatanabeW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/WatanabeW04, author = {Kazuho Watanabe and Sumio Watanabe}, editor = {Shai Ben{-}David and John Case and Akira Maruoka}, title = {Estimation of the Data Region Using Extreme-Value Distributions}, booktitle = {Algorithmic Learning Theory, 15th International Conference, {ALT} 2004, Padova, Italy, October 2-5, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3244}, pages = {206--220}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30215-5\_17}, doi = {10.1007/978-3-540-30215-5\_17}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/WatanabeW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/YamazakiW04, author = {Keisuke Yamazaki and Sumio Watanabe}, editor = {Shai Ben{-}David and John Case and Akira Maruoka}, title = {Newton Diagram and Stochastic Complexity in Mixture of Binomial Distributions}, booktitle = {Algorithmic Learning Theory, 15th International Conference, {ALT} 2004, Padova, Italy, October 2-5, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3244}, pages = {350--364}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30215-5\_27}, doi = {10.1007/978-3-540-30215-5\_27}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/alt/YamazakiW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/WatanabeA03, author = {Sumio Watanabe and Shun{-}ichi Amari}, title = {Learning Coefficients of Layered Models When the True Distribution Mismatches the Singularities}, journal = {Neural Comput.}, volume = {15}, number = {5}, pages = {1013--1033}, year = {2003}, url = {https://doi.org/10.1162/089976603765202640}, doi = {10.1162/089976603765202640}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/WatanabeA03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/YamazakiW03, author = {Keisuke Yamazaki and Sumio Watanabe}, title = {Singularities in mixture models and upper bounds of stochastic complexity}, journal = {Neural Networks}, volume = {16}, number = {7}, pages = {1029--1038}, year = {2003}, url = {https://doi.org/10.1016/S0893-6080(03)00005-4}, doi = {10.1016/S0893-6080(03)00005-4}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/YamazakiW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nnsp/YamazakiW03, author = {Keisuke Yamazaki and Sumio Watanabe}, title = {Stochastic complexities of hidden Markov models}, booktitle = {{NNSP} 2003, {IEEE} {XIII} Workshop on Neural Networks for Signal Processing, Toulouse, France, September 17-19, 2003}, pages = {179--188}, publisher = {{IEEE}}, year = {2003}, url = {https://doi.org/10.1109/NNSP.2003.1318017}, doi = {10.1109/NNSP.2003.1318017}, timestamp = {Wed, 16 Oct 2019 14:14:54 +0200}, biburl = {https://dblp.org/rec/conf/nnsp/YamazakiW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/YamazakiW03, author = {Keisuke Yamazaki and Sumio Watanabe}, editor = {Christopher Meek and Uffe Kj{\ae}rulff}, title = {Stochastic Complexity of Bayesian Networks}, booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, Acapulco, Mexico, August 7-10 2003}, pages = {592--599}, publisher = {Morgan Kaufmann}, year = {2003}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=978\&\#38;proceeding\_id=19}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/YamazakiW03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Watanabe02, author = {Sumio Watanabe}, title = {Errata to "learning efficiency of redundant neural networks in bayesian estimation"}, journal = {{IEEE} Trans. Neural Networks}, volume = {13}, number = {1}, pages = {254}, year = {2002}, url = {https://doi.org/10.1109/TNN.2002.977325}, doi = {10.1109/TNN.2002.977325}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Watanabe02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WatanabeA02, author = {Sumio Watanabe and Shun{-}ichi Amari}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {The Effect of Singularities in a Learning Machine when the True Parameters Do Not Lie on such Singularities}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {391--398}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/c2ba1bc54b239208cb37b901c0d3b363-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WatanabeA02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Watanabe01, author = {Sumio Watanabe}, title = {Algebraic Analysis for Nonidentifiable Learning Machines}, journal = {Neural Comput.}, volume = {13}, number = {4}, pages = {899--933}, year = {2001}, url = {https://doi.org/10.1162/089976601300014402}, doi = {10.1162/089976601300014402}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Watanabe01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/Watanabe01, author = {Sumio Watanabe}, title = {Algebraic geometrical methods for hierarchical learning machines}, journal = {Neural Networks}, volume = {14}, number = {8}, pages = {1049--1060}, year = {2001}, url = {https://doi.org/10.1016/S0893-6080(01)00069-7}, doi = {10.1016/S0893-6080(01)00069-7}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/Watanabe01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Watanabe01, author = {Sumio Watanabe}, title = {Learning efficiency of redundant neural networks in Bayesian estimation}, journal = {{IEEE} Trans. Neural Networks}, volume = {12}, number = {6}, pages = {1475--1486}, year = {2001}, url = {https://doi.org/10.1109/72.963783}, doi = {10.1109/72.963783}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Watanabe01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Watanabe00, author = {Sumio Watanabe}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Algebraic Information Geometry for Learning Machines with Singularities}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {329--335}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/f442d33fa06832082290ad8544a8da27-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Watanabe00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/Watanabe98, author = {Sumio Watanabe}, editor = {Osamu Watanabe and Takashi Yokomori}, title = {Algebraic Analysis for Singular Statistical Estimation}, 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 = {39--50}, publisher = {Springer}, year = {1999}, url = {https://doi.org/10.1007/3-540-46769-6\_4}, doi = {10.1007/3-540-46769-6\_4}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/Watanabe98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Watanabe99, author = {Sumio Watanabe}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Algebraic Analysis for Non-regular Learning Machines}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {356--362}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1739-algebraic-analysis-for-non-regular-learning-machines}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Watanabe99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/Watanabe98, author = {Sumio Watanabe}, editor = {Shiro Usui and Takashi Omori}, title = {Inequalities of Generalization Errors for Layered Neural Networks in Bayesian Learning}, booktitle = {The Fifth International Conference on Neural Information Processing, ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings}, pages = {59--62}, publisher = {{IOA} Press}, year = {1998}, timestamp = {Tue, 10 May 2005 13:22:06 +0200}, biburl = {https://dblp.org/rec/conf/iconip/Watanabe98.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/adcm/Watanabe96, author = {Sumio Watanabe}, title = {Solvable models of layered neural networks based on their differential structure}, journal = {Adv. Comput. Math.}, volume = {5}, number = {1}, pages = {205--231}, year = {1996}, url = {https://doi.org/10.1007/BF02124744}, doi = {10.1007/BF02124744}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/adcm/Watanabe96.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/ieicet/Watanabe95, author = {Sumio Watanabe}, title = {A Modified Information Criterion for Automatic Model and Parameter Selection in Neural Network Learning}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {78-D}, number = {4}, pages = {490--499}, year = {1995}, url = {http://search.ieice.org/bin/summary.php?id=e78-d\_4\_490}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/Watanabe95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scjapan/TakatsuSWY95, author = {Kazunori Takatsu and Hidefumi Sawai and Sumio Watanabe and Masahide Yoneyama}, title = {Genetic algorithms applied to bayesian image restoration}, journal = {Syst. Comput. Jpn.}, volume = {26}, number = {5}, pages = {89--98}, year = {1995}, url = {https://doi.org/10.1002/scj.4690260508}, doi = {10.1002/SCJ.4690260508}, timestamp = {Wed, 13 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scjapan/TakatsuSWY95.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/Watanabe93, author = {Sumio Watanabe}, editor = {Jack D. Cowan and Gerald Tesauro and Joshua Alspector}, title = {An Optimization Method of Layered Neural Networks based on the Modified Information Criterion}, booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference, Denver, Colorado, USA, 1993]}, pages = {293--302}, publisher = {Morgan Kaufmann}, year = {1993}, url = {http://papers.nips.cc/paper/747-an-optimization-method-of-layered-neural-networks-based-on-the-modified-information-criterion}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Watanabe93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Watanabe93a, author = {Sumio Watanabe}, editor = {Jack D. Cowan and Gerald Tesauro and Joshua Alspector}, title = {Solvable Models of Artificial Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference, Denver, Colorado, USA, 1993]}, pages = {423--430}, publisher = {Morgan Kaufmann}, year = {1993}, url = {http://papers.nips.cc/paper/786-solvable-models-of-artificial-neural-networks}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Watanabe93a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/trob/WatanabeY92, author = {Sumio Watanabe and Masahide Yoneyama}, title = {An ultrasonic visual sensor for three-dimensional object recognition using neural networks}, journal = {{IEEE} Trans. Robotics Autom.}, volume = {8}, number = {2}, pages = {240--249}, year = {1992}, url = {https://doi.org/10.1109/70.134277}, doi = {10.1109/70.134277}, timestamp = {Tue, 19 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/trob/WatanabeY92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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