M. Usaid Awan

2 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🚀 Conference Pioneer

Conferences

JMLR (1) UAI (1)

Top co-authors

Yameng Liu (2) Cynthia Rudin (2) Alexander Volfovsky (2) Sudeepa Roy (2) Marco Morucci (2) Tianyu Wang (1)

Keywords

causal inference (2) observational study (1) causal effect (1) treatment effect estimation (1) conditional average treatment effect (1) instrumental variable (1) unmeasured confounding (1) covariate matching (1) matching framework (1)

Papers

FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference JMLR 2021

Interpretable Almost Matching Exactly With Instrumental Variables UAI 2019