Andrew Ying

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7)

Conferences

ICLR (2) AISTATS (1) CLEAR (1)

Top co-authors

Ilya Shpitser (1) Eric Tchetgen Tchetgen (1) AmirEmad Ghassami (1) Ronghui Xu (1) Zhichen Zhao (1)

Keywords

causal effect estimation (1) minimax optimization (1) causal effect (1) inverse probability weighting (1) influence function (1) doubly robust estimator (1) proximal causal inference (1) kernel machine learning (1) treatment regime (1) doubly robust (1) longitudinal study (1)

Papers

Incremental Causal Effect for Time to Treatment Initialization ICLR 2025

Causal Identification for Complex Functional Longitudinal Studies ICLR 2025

Causality for Functional Longitudinal Data CLEAR 2024

Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022