Watanabe, Kazuho

11 publications

ACML 2019 Minimax Online Prediction of Varying Bernoulli Process Under Variational Approximation Kenta Konagayoshi, Kazuho Watanabe

JMLR 2015 Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies Kazuho Watanabe, Teemu Roos

MLJ 2015 Entropic Risk Minimization for Nonparametric Estimation of Mixing Distributions Kazuho Watanabe, Shiro Ikeda

NeurIPS 2014 Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity than MAP Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, Hiroko Kobayashi

ACML 2013 Achievability of Asymptotic Minimax Regret in Online and Batch Prediction Kazuho Watanabe, Teemu Roos, Petri Myllymäki

MLJ 2012 An Alternative View of Variational Bayes and Asymptotic Approximations of Free Energy Kazuho Watanabe

MLJ 2009 Upper Bound for Variational Free Energy of Bayesian Networks Kazuho Watanabe, Motoki Shiga, Sumio Watanabe

JMLR 2006 Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation Kazuho Watanabe, Sumio Watanabe

ALT 2005 Stochastic Complexity for Mixture of Exponential Families in Variational Bayes Kazuho Watanabe, Sumio Watanabe

NeurIPS 2005 Variational Bayesian Stochastic Complexity of Mixture Models Kazuho Watanabe, Sumio Watanabe

ALT 2004 Estimation of the Data Region Using Extreme-Value Distributions Kazuho Watanabe, Sumio Watanabe