Bistra Dilkina
University of Southern California(US)
Publications by Year
Research Areas
Constraint Satisfaction and Optimization, Wildlife Ecology and Conservation, Vehicle Routing Optimization Methods, Wildlife-Road Interactions and Conservation, Land Use and Ecosystem Services
Most-Cited Works
- → Learning Combinatorial Optimization Algorithms over Graphs(2017)971 cited
- → Machine learning approaches for estimating commercial building energy consumption(2017)466 cited
- → Learning to Branch in Mixed Integer Programming(2016)289 cited
- → Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization(2019)182 cited
- → Computational sustainability(2019)118 cited
- → Solving Connected Subgraph Problems in Wildlife Conservation(2010)116 cited
- → Scalable diffusion-aware optimization of network topology(2014)115 cited
- → A Machine Learning Approach to Modeling Human Migration(2018)111 cited
- → Learning to Run Heuristics in Tree Search(2017)111 cited