Oono, Kenta

7 publications

ICML 2023 Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network Yuri Kinoshita, Kenta Oono, Kenji Fukumizu, Yuichi Yoshida, Shin-Ichi Maeda

ICLRW 2023 TabRet: Pre-Training Transformer-Based Tabular Models for Unseen Columns Soma Onishi, Kenta Oono, Kohei Hayashi

JMLR 2023 Universal Approximation Property of Invertible Neural Networks Isao Ishikawa, Takeshi Teshima, Koichi Tojo, Kenta Oono, Masahiro Ikeda, Masashi Sugiyama

NeurIPS 2020 Coupling-Based Invertible Neural Networks Are Universal Diffeomorphism Approximators Takeshi Teshima, Isao Ishikawa, Koichi Tojo, Kenta Oono, Masahiro Ikeda, Masashi Sugiyama

ICLR 2020 Graph Neural Networks Exponentially Lose Expressive Power for Node Classification Kenta Oono, Taiji Suzuki

NeurIPS 2020 Optimization and Generalization Analysis of Transduction Through Gradient Boosting and Application to Multi-Scale Graph Neural Networks Kenta Oono, Taiji Suzuki

ICML 2019 Approximation and Non-Parametric Estimation of ResNet-Type Convolutional Neural Networks Kenta Oono, Taiji Suzuki