Alexander Thebelt

3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)

Conferences

NIPS (2) JMLR (1)

Top co-authors

Calvin Tsay (3) Ruth Misener (3) Robert Lee (1) David Walz (1) Nathan Sudermann-Merx (1) Jordan Jalving (1) Carl D Laird (1) Behrang Shafei (1) Jan Kronqvist (1) Francesco Ceccon (1)

Keywords

convex hull (1) surrogate model (1) mixed-integer optimization (1) gradient-boosted tree (1) relu neural network (1) optimization problem (1) neural network (1) disjunctive programming (1) bound tightening (1)

Papers

Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces NIPS 2022

OMLT: Optimization & Machine Learning Toolkit JMLR 2022

Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks NIPS 2021