Bistra Dilkina

Learning Combinatorial Optimization Algorithms over Graphs

Hanjun Dai, Elias B. Khalil, Yuyu Zhang et al. · arXiv (Cornell University) · 2017 · 971 citations · Full text

Artificial Intelligence, Graph Neural Network, Engineering +14

Machine learning approaches for estimating commercial building energy consumption

Caleb Robinson, Bistra Dilkina, Jeffrey Hubbs et al. · Applied Energy · 2017 · 457 citations

Engineering, Machine Learning Approaches, Data Science +5

Learning to Branch in Mixed Integer Programming

Elias B. Khalil, Pierre Le Bodic, Le Song et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 285 citations · Full text

Mathematical Programming, Artificial Intelligence, Branch-and-bound Algorithm +21

Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

Bryan Wilder, Bistra Dilkina, Milind Tambe · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 180 citations · Full text

Artificial Intelligence, Mathematical Programming, Data-driven Optimization +15

Learning Combinatorial Optimization Algorithms over Graphs

Hanjun Dai, Elias B. Khalil, Yuyu Zhang et al. · arXiv (Cornell University) · 2017 · 145 citations · Full text

Artificial Intelligence, Graph Neural Network, Engineering +14