Shiro Takagi

According to our database, Shiro Takagi authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research.

Shiro Takagi

CoRR, 2023

Towards Autonomous Hypothesis Verification via Language Models with Minimal Guidance.

Shiro Takagi, Ryutaro Yamauchi, Wataru Kumagai

CoRR, 2023

2022

Empirical Study on Optimizer Selection for Out-of-Distribution Generalization.

Hiroki Naganuma, Kartik Ahuja, Shiro Takagi, Tetsuya Motokawa, Rio Yokota, Kohta Ishikawa, Ikuro Sato, Ioannis Mitliagkas

CoRR, 2022

Convergence of neural networks to Gaussian mixture distribution.

Yasuhiko Asao, Ryotaro Sakamoto, Shiro Takagi

CoRR, 2022

On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning.

Shiro Takagi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Image recognition via Vietoris-Rips complex.

Yasuhiko Asao, Jumpei Nagase, Ryotaro Sakamoto, Shiro Takagi

CoRR, 2021

Statistical Mechanical Analysis of Catastrophic Forgetting in Continual Learning with Teacher and Student Networks.

Haruka Asanuma, Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Yasuhiko Igarashi, Masato Okada

CoRR, 2021

Analysis of Trainability of Gradient-based Multi -environment Learning from Gradient Norm Regularization Perspective.

Shiro Takagi, Yoshihiro Nagano, Yuki Yoshida, Masato Okada

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

The Effect of Batch Normalization in the Symmetric Phase.

Shiro Takagi, Yuki Yoshida, Masato Okada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020