Yoshihiro Nagano

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Generative Process

Concept Formation

Boltzmann Machine

Distribution Free

Top Venues

Publications

Sora Satake, Yoshihiro Nagano, Masashi Sugiyama, Masahiro Fujiwara, Yasutoshi Makino, Hiroyuki Shinoda
Analysis of Pleasantness Evoked by Various Airborne Ultrasound Tactile Stimuli Using Pairwise Comparisons and the Bradley-Terry Model. CoRR (2023)
Han Bao, Yoshihiro Nagano, Kento Nozawa
On the Surrogate Gap between Contrastive and Supervised Losses. ICML (2022)
Han Bao, Yoshihiro Nagano, Kento Nozawa
Sharp Learning Bounds for Contrastive Unsupervised Representation Learning. CoRR (2021)
Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Masato Okada
Analysis of Trainability of Gradient-based Multi -environment Learning from Gradient Norm Regularization Perspective. IJCNN (2021)
Haruka Asanuma, Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada
Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks. CoRR (2021)
Yoshihiro Nagano, Shoichiro Yamaguchi, Yasuhiro Fujita, Masanori Koyama
A Differentiable Gaussian-like Distribution on Hyperbolic Space for Gradient-Based Learning. CoRR (2019)
Yoshihiro Nagano, Shoichiro Yamaguchi, Yasuhiro Fujita, Masanori Koyama
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning. ICML (2019)
Yoshihiro Nagano, Ryo Karakida, Masato Okada
Concept Formation and Dynamics of Repeated Inference in Deep Generative Models. CoRR (2017)
Yoshihiro Nagano, Norifumi Watanabe, Atsushi Aoyama
Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed Input. ICANN (2014)