Masahiro Kobayashi, "A Unified Representation of Density-Power-Based Divergences Reducible to M-Estimation," 2025. <arXiv>

Masahiro Kobayashi, Kazuho Watanabe, "Unbiased Estimating Equation and Latent Bias Under f-Separable Bregman Distortion Measures," IEEE Transactions on Information Theory, vol.70, no.8, pp.5763-5781, Aug. 2024. <OA, bibtex>

Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-process-means for f-separable distortion measures," Neurocomputing, vol.458, pp.667-689, Oct. 2021. <OA, arXiv, bibtex>

Masahiro Kobayashi, "Relationship between Hölder Divergence and Functional Density Power Divergence: Intersection and Generalization," Proc. of the International Conference on Geometric Science of Information (GSI) 2025, Lecture Notes in Computer Science, vol.16033, pp.340-350, 2026. <link, arXiv, slide>

Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi, "VampPrior VAE with Coded Hierarchical Inputs in Quotient Space," Proc. of the International Neural Network Society Workshop on Deep Learning Innovations and Applications (INNS DLIA) at IJCNN, Virtual conf. (Rome, Italy), Procedia Computer Science, vol.264, pp.55-64, June 2025. <OA>

Masahiro Kobayashi, Kazuho Watanabe, "Unbiased Estimating Equation on Inverse Divergence and its Conditions," Proc. of the IEEE International Symposium on Information Theory (ISIT), Athens, Greece, pp.3618-3623, July 2024. <link, arXiv, bibtex, slide>

Masahiro Kobayashi, Kazuho Watanabe, "Unbiased Estimation Equation under f-Separable Bregman Distortion Measures," Proc. of the IEEE Information Theory Workshop (ITW2020), Virtual conf. (Riva del Garda, Italy), pp.311-315, Apr. 2021. <link, arXiv, bibtex>

Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi, "Multi-Decoder RNN Autoencoder Based on Variational Bayes Method," Proc. of International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom, 8 pages, July 2020. <link, arXiv, bibtex>

Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-Process-Means for Robust and Maximum Distortion Criteria," Proc. of International Symposium on Information Theory and Its Applications (ISITA), Singapore, pp.45-49, Oct. 2018. <link, bibtex>

Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi, "VampPrior VAE with Coded Hierarchical Inputs," International Joint Conference on Neural Networks (IJCNN), Rome, Italy, July 2025.

Masahiro Kobayashi, Kazuho Watanabe, "Unbiased Estimation Equation Under f-Separable Extension of Squared and Itakura-Saito Distances," Data Science, Statistics & Visualisation (DSSV), Doshisha University, Kyoto, Japan, p.58, Aug. 2019.