Bistra Dilkina
University of Southern California
H-index: 33
North America-United States
Top articles of Bistra Dilkina
No Panacea in Planning: Algorithm Selection for Suboptimal Multi-Agent Path Finding
arXiv preprint arXiv:2404.03554
2024/4/4
MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search
arXiv preprint arXiv:2404.03101
2024/4/3
Anticipating anthropogenic threats in acquiring new protected areas
Conservation Biology
2024/4
Application-Driven Innovation in Machine Learning
arXiv preprint arXiv:2403.17381
2024/3/26
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Interdiction of wildlife trafficking supply chains: An analytical approach
IISE Transactions
2024/3/3
A machine learning framework to estimate residential electricity demand based on smart meter electricity, climate, building characteristics, and socioeconomic datasets
Applied Energy
2024/3/1
Bistra Dilkina
H-Index: 22
Mo Chen
H-Index: 23
Landscape surrogate: Learning decision losses for mathematical optimization under partial information
Advances in Neural Information Processing Systems
2024/2/13
Learning Backdoors for Mixed Integer Programs with Contrastive Learning
arXiv preprint arXiv:2401.10467
2024/1/19
Taoan Huang
H-Index: 2
Bistra Dilkina
H-Index: 22
Why solving multi-agent path finding with large language model has not succeeded yet
arXiv preprint arXiv:2401.03630
2024/1/8
Learning Lagrangian Multipliers for the Travelling Salesman Problem
arXiv preprint arXiv:2312.14836
2023/12/22
Multiplying the impact of conservation funding using spatial exchange rates
2023/12
Bistra Dilkina
H-Index: 22
Christoph Nolte
H-Index: 15
Contrastive Predict-and-Search for Mixed Integer Linear Programs
2023/10/13
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature
arXiv preprint arXiv:2310.02442
2023/10/3
Fragile Earth: AI for Climate Sustainability-From Wildfire Disaster Management to Public Health and Beyond
2023/8/6
MOCCASIN: efficient tensor rematerialization for neural networks
2023/7/3
Haoming Li
H-Index: 2
Bistra Dilkina
H-Index: 22
Searching large neighborhoods for integer linear programs with contrastive learning
2023/7/3
Taoan Huang
H-Index: 2
Bistra Dilkina
H-Index: 22
Surco: Learning linear surrogates for combinatorial nonlinear optimization problems
2023/7/3
Deadline-aware multi-agent tour planning
Proceedings of the International Conference on Automated Planning and Scheduling
2023/7/1
Predicting Wildlife Trafficking Routes with Differentiable Shortest Paths
2023/5/23
Co-Authors
