Jimmy H.M. Lee

4 papers · 2021–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (3) NeurIPS (1)

Top co-authors

Xinyi Hu (2) Jasper C.H. Lee (2) Allen Z. Zhong (1) Hongbo Li (1) Peter J. Stuckey (1)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (3) Optimization & Theory (3) Computer Science (2) Foundations (2) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

constraint optimization (2) parameter estimation (2) branch and bound (1) constraint satisfaction (1) mixed integer programming (1) multi-stage optimization (1) linear programming (1) coordinate descent (1) parameter prediction (1) predict+optimize framework (1) mixed integer linear programming (1) multi-stage prediction (1) search space (1) dominance breaking (1) nogood generation (1) search space reduction (1) neural network (1) mixed integer linear program (1) correction function (1) predict and optimize (1)

Papers

Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NeurIPS 2024 Finding Good Partial Assignments during Restart-Based Branch and Bound Search AAAI 2023 Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints AAAI 2023 Towards More Practical and Efficient Automatic Dominance Breaking AAAI 2021