| 2025 | ISIT | Empirical Bayes Estimation for Lasso-Type Regularizers: Analysis of Automatic Relevance Determination. | Tsukasa Yoshida, Kazuho Watanabe |
| 2024 | ISIT | Unbiased Estimating Equation on Inverse Divergence and its Conditions. | Masahiro Kobayashi, Kazuho Watanabe |
| 2022 | ISIT | Approximate Empirical Bayes Estimation of the Regularization Parameter in ℓ1 Trend Filtering. | Akiharu Omae, Kazuho Watanabe |
| 2021 | ISIT | Statistical Learning of the Insensitive Parameter in Support Vector Models. | Kazuho Watanabe |
| 2020 | IJCNN | Multi-Decoder RNN Autoencoder Based on Variational Bayes Method. | Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi |
| 2020 | ISIT | Discrete Optimal Reconstruction Distributions for Itakura-Saito Distortion Measure. | Kazuho Watanabe |
| 2020 | ITW | Unbiased Estimation Equation under f-Separable Bregman Distortion Measures. | Masahiro Kobayashi, Kazuho Watanabe |
| 2020 | VINCI | Context-aware placement of items with gaze-based interaction. | Shigeo Takahashi, Akane Uchita, Kazuho Watanabe, Masatoshi Arikawa |
| 2019 | ACML | Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation. | Kenta Konagayoshi, Kazuho Watanabe |
| 2018 | Interspeech | Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization. | Tsukasa Yoshida, Takafumi Moriya, Kazuho Watanabe, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono |
| 2018 | ISIT | Sparse Regression Code with Sparse Dictionary for Absolute Error Criterion. | Ryota Konabe, Kazuho Watanabe |
| 2018 | ISITA | Generalized Dirichlet-Process-Means for Robust and Maximum Distortion Criteria. | Masahiro Kobayashi, Kazuho Watanabe |
| 2017 | ISIT | Rate-distortion tradeoffs under Kernel-based distortion measures. | Kazuho Watanabe |
| 2016 | ITW | Constant-width rate-distortion bounds for power distortion measures. | Kazuho Watanabe |
| 2014 | ISIT | Bayesian properties of normalized maximum likelihood and its fast computation. | Andrew R. Barron, Teemu Roos, Kazuho Watanabe |
| 2014 | IV | Spectral-Based Contractible Parallel Coordinates. | Koto Nohno, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro |
| 2013 | ACML | Achievability of Asymptotic Minimax Regret in Online and Batch Prediction. | Kazuho Watanabe, Teemu Roos, Petri Myllymki |
| 2013 | ICONIP | Vector Quantization Using Mixture of Epsilon-Insensitive Components. | Kazuho Watanabe |
| 2013 | ISIT | Rate-distortion function for gamma sources under absolute-log distortion measure. | Kazuho Watanabe, Shiro Ikeda |
| 2013 | ITW | Rate-distortion bounds for an ε-insensitive distortion measure. | Kazuho Watanabe |
| 2011 | IJCNN | Phase diagrams of a variational Bayesian approach with ARD prior in NIRS-DOT. | Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, Masa-aki Sato |
| 2008 | ICONIP | Firing Rate Estimation Using an Approximate Bayesian Method. | Kazuho Watanabe, Masato Okada |
| 2006 | ICONIP | Free Energy of Stochastic Context Free Grammar on Variational Bayes. | Tikara Hosino, Kazuho Watanabe, Sumio Watanabe |
| 2006 | IDEAL | Upper Bounds for Variational Stochastic Complexities of Bayesian Networks. | Kazuho Watanabe, Motoki Shiga, Sumio Watanabe |
| 2005 | ALT | Stochastic Complexity for Mixture of Exponential Families in Variational Bayes. | Kazuho Watanabe, Sumio Watanabe |
| 2005 | IJCNN | Stochastic complexity of variational Bayesian hidden Markov models. | Tikara Hosino, Kazuho Watanabe, Sumio Watanabe |
| 2004 | ALT | Estimation of the Data Region Using Extreme-Value Distributions. | Kazuho Watanabe, Sumio Watanabe |