Tatsuhiro Shimizu

Tatsuhiro Shimizu

Hi, I am interested in Causal Inference, Machine Learning, and Natural Language Processing

About Me

Hi there! My name is Tatsuhiro Shimizu. In 2024, I graduated from Waseda University as valedictorian of the Department of Political Science and Economics. I work as a machine learning research intern at Hanjuku Kaso, Inc. and CyberAgent, Inc.

My research areas are Causal Inference and Machine Learning. I am interested in developing algorithms that help people make interpretable, fair, and better decisions.

Research Interest

  • Theory
    • Causal Inference
    • Machine Learning
      • Natural Language Processing
        • Large Language Model
      • Reinforcement Learning
        • Off-Policy Evaluation
        • Off-Policy Learning
        • Online Learning
  • Applied Area
    • Recommender System
    • Precision Medicine
    • Evidence-based Policy Making

Education

Work Experience

Publications

  1. Shimizu, T. and Forastiere, L. Doubly Robust Estimator for Off-Policy Evaluation with Large Action Spaces. in Proceedings of the 2023 IEEE Symposium Series on Computational Intelligence. arXiv:2308.03443[stat.ML]. https://arxiv.org/abs/2308.03443
  2. Shimizu, T. Diffusion Model in Causal Inference with Unmeasured Confounders in Proceedings of the 2023 IEEE Symposium Series on Computational Intelligence、 arXiv:2308.03669 [cs.LG].https://arxiv.org/abs/2308.03669

Awards

Grants

Certifications

Membership

Volunteering

Language

  • Japanese (native)
  • English (IELTS Academic Overall 7.5)

Hobby