Shota Yasui

7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🏆 Grand Slam 🚀 Conference Pioneer 📈 Trend Setter

Conferences

ICML (3) NIPS (2) AAAI (1) ICLR (1)

Top co-authors

Masahiro Kato (3) Tatsushi Oka (2) Undral Byambadalai (2) Kenichiro McAlinn (2) Tomu Hirata (1) Kohei Yata (1) Haruo Kakehi (1) Masatoshi Uehara (1) Yusuke Narita (1) Yuta Saito (1)

Keywords

causal inference (3) off-policy evaluation (1) covariate shift (1) density ratio estimation (1) semiparametric estimation (1) variance reduction (1) off-policy learning (1) bandit feedback (1) hyperparameter tuning (1) asymptotic normality (1) doubly robust estimator (1) counterfactual inference (1) density ratio (1) reward estimation (1) doubly robust estimation (1) off-policy optimization (1) counterfactual learning (1) doubly robust (1) adaptive experiment (1) treatment effect prediction (1)

Papers

On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization ICML 2025

Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction ICML 2024

Learning Causal Models from Conditional Moment Restrictions by Importance Weighting ICLR 2022

The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NIPS 2021

Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NIPS 2020

Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models ICML 2020

Efficient Counterfactual Learning from Bandit Feedback AAAI 2019