Kinoshita, Yuri

4 publications

ICML 2025 Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning Ryotaro Kawata, Kohsei Matsutani, Yuri Kinoshita, Naoki Nishikawa, Taiji Suzuki

NeurIPS 2024 A Provable Control of Sensitivity of Neural Networks Through a Direct Parameterization of the Overall Bi-Lipschitzness Yuri Kinoshita, Taro Toyoizumi

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

NeurIPS 2022 Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and Its Application to Optimization Yuri Kinoshita, Taiji Suzuki