conftrace_

Adam N. Elmachtoub

4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) AISTATS (1) ICML (1)

Top co-authors

Paul Grigas (1) Ryan Mcnellis (1) Rachel Cummings (1) Haofeng Zhang (1) Othman El Balghiti (1) Jason Cheuk Nam Liang (1) Haixiang Lan (1) Henry Lam (1) Ambuj Tewari (1) Abdellah Aznag (1)

Keywords

smart predict-then-optimize (2) learning theory (1) convex optimization (1) generalization bound (1) decision tree (1) variance minimization (1) spo loss (1) multi-group mean estimation (1) variance ucb (1) active learning (1) bandit sampling (1)

Papers

Dissecting the Impact of Model Misspecification in Data-Driven Optimization AISTATS 2025 An active learning framework for multi-group mean estimation NIPS 2023 Decision Trees for Decision-Making under the Predict-then-Optimize Framework ICML 2020 Generalization Bounds in the Predict-then-Optimize Framework NIPS 2019