conftrace_

Lili Wu

4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICML (2) CLEAR (1) UAI (1)

Top co-authors

Shu Yang (2) Yonathan Efroni (1) Ben Evans (1) Miroslav Dudı́k (1) Yuda Song (1) Yuwen Cheng (1) Akshay Krishnamurthy (1) Riashat Islam (1) Dylan J Foster (1) Byron Xu (1)

Keywords

causal inference (1) model misspecification (1) observational study (1) treatment effect (1) randomized experiment (1) heterogeneous treatment effect (1) neyman orthogonality (1) experimental study (1) external control (1) double penalty (1)

Papers

PcLast: Discovering Plannable Continuous Latent States ICML 2024 Rich-Observation Reinforcement Learning with Continuous Latent Dynamics ICML 2024 Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator UAI 2023 Integrative $R$-learner of heterogeneous treatment effects combining experimental and observational studies CLEAR 2022