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