Shiro Takagi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Mixture Distribution

Artificial Agents

Exploratory Learning Environments

Hypothesis Verification

Top Venues

Trans. Mach. Learn. Res.

Publications

Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization. Trans. Mach. Learn. Res. 2023 (2023)
Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai
Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance. CoRR (2023)
Shiro Takagi
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research. CoRR (2023)
Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization. CoRR (2022)
Shiro Takagi
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning. CoRR (2022)
Yasuhiko Asao, Ryotaro Sakamoto, Shiro Takagi
Convergence of neural networks to Gaussian mixture distribution. CoRR (2022)
Shiro Takagi
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning. NeurIPS (2022)
Yasuhiko Asao, Jumpei Nagase, Ryotaro Sakamoto, Shiro Takagi
Image recognition via Vietoris-Rips complex. 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)
Shiro Takagi, Yuki Yoshida, Masato Okada
The Effect of Batch Normalization in the Symmetric Phase. ICANN (2) (2020)