Shiro Takagi

12 papers A* 1B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task.
CoRR
Yuya Fujisaki, Shiro Takagi, Hideki Asoh, Wataru Kumagai
2023 J jnl
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization.
Trans. Mach. Learn. Res.
Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas
2023 J jnl
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research.
CoRR
Shiro Takagi
2023 J jnl
Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance.
CoRR
Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai
2022 J jnl
Convergence of neural networks to Gaussian mixture distribution.
CoRR
Yasuhiko Asao, Ryotaro Sakamoto, Shiro Takagi
2022 J jnl
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization.
CoRR
Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas
2022 A* conf
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning.
NeurIPS
Shiro Takagi
2022 J jnl
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning.
CoRR
Shiro Takagi
2021 B conf
Analysis of Trainability of Gradient-based Multi -environment Learning from Gradient Norm Regularization Perspective.
IJCNN
Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Masato Okada
2021 J jnl
Image recognition via Vietoris-Rips complex.
CoRR
Yasuhiko Asao, Jumpei Nagase, Ryotaro Sakamoto, Shiro Takagi
2021 J jnl
Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks.
CoRR
Haruka Asanuma, Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada
2020 — conf
The Effect of Batch Normalization in the Symmetric Phase.
ICANN (2)
Shiro Takagi, Yuki Yoshida, Masato Okada