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Takagi, Shiro
8 publications
ICLRW
2025
Efficient Generation of Diverse Scientific Hypotheses Through Stepwise Conceptual Concretization
Yatima Kagurazaka
,
Keita Nishimoto
,
Shiro Takagi
,
Kimitaka Asatani
,
Ichiro Sakata
NeurIPSW
2024
Creativity Has Entered the Chat, with a Stranger: Novelty Is a Nash Equilibrium
Kotaro Sakamoto
,
Shiro Takagi
,
Shuhei Ogawa
,
Yutaka Matsuo
TMLR
2023
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
NeurIPSW
2022
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Hiroki Naganuma
,
Kartik Ahuja
,
Ioannis Mitliagkas
,
Shiro Takagi
,
Tetsuya Motokawa
,
Rio Yokota
,
Kohta Ishikawa
,
Ikuro Sato
NeurIPSW
2022
Managing the Whole Research Process on GitHub
Shiro Takagi
NeurIPS
2022
On the Effect of Pre-Training for Transformer in Different Modality on Offline Reinforcement Learning
Shiro Takagi
NeurIPSW
2022
Separation of Research Data from Its Presentation
Shiro Takagi
NeurIPSW
2022
Thoughts on the Applicability of Machine Learning to Scientific Discovery and Possible Future Research Directions (Perspective)
Shiro Takagi