Bistra Dilkina

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Milind TambeDirector CRCS Center @Harvard; Director "AI for Social Good" @Google India ResearchVerified email at harvard.edu
Elias B. KhalilUniversity of TorontoVerified email at mie.utoronto.ca
Caleb RobinsonMicrosoft AI for GoodVerified email at microsoft.com
Bryan WilderSchmidt Science Fellow, Carnegie Mellon University & Harvard School of Public HealthVerified email at andrew.cmu.edu
Ashish SabharwalAllen Institute for AI (AI2)Verified email at allenai.org
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
Fei FangCarnegie Mellon UniversityVerified email at cmu.edu
Wenwen ZhangAssistant Professor at Rutgers UniversityVerified email at scarletmail.rutgers.edu
Elizabeth BondiHarvard UniversityVerified email at g.harvard.edu
Hanjun DaiGoogle BrainVerified email at google.com
Andrew J. PlumptreSenior Scientist, Africa Program, Wildlife Conservation SocietyVerified email at wcs.org
Haifeng XuUniversity of ChicagoVerified email at uchicago.edu
George NemhauserProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyVerified email at gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateVerified email at asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyVerified email at pubpolicy.gatech.edu
Amrita GuptaPhD Student, Georgia Institute of TechnologyVerified email at gatech.edu
Constantine DovrolisProfessor of Computer Science, Georgia TechVerified email at cc.gatech.edu
Yexiang XueAssistant Professor, Purdue UniversityVerified email at purdue.edu
Yuyu ZhangResearch Scientist, ByteDanceVerified email at bytedance.com

Bistra Dilkina

Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC

Verified email at usc.edu - Homepage

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	900	2017
Machine learning approaches for estimating commercial building energy consumption C Robinson, B Dilkina, J Hubbs, W Zhang, S Guhathakurta, MA Brown, ... Applied energy 208, 889-904, 2017	271	2017
Learning to branch in mixed integer programming E Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	228	2016
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	122	2014
Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization B Wilder, B Dilkina, M Tambe Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1658-1665, 2019	120	2019
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International Conference on Integration of Artificial Intelligence (AI) and …, 2010	114	2010
Maximizing the spread of cascades using network design D Sheldon, B Dilkina, AN Elmachtoub, R Finseth, A Sabharwal, J Conrad, ... arXiv preprint arXiv:1203.3514, 2012	100	2012
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	99	2017
A deep learning approach for population estimation from satellite imagery C Robinson, F Hohman, B Dilkina Proceedings of the 1st ACM SIGSPATIAL Workshop on Geospatial Humanities, 47-54, 2017	71	2017
Tradeoffs in the complexity of backdoor detection B Dilkina, CP Gomes, A Sabharwal International Conference on Principles and Practice of Constraint …, 2007	65	2007
Computational sustainability: Computing for a better world and a sustainable future C Gomes, T Dietterich, C Barrett, J Conrad, B Dilkina, S Ermon, F Fang, ... Communications of the ACM 62 (9), 56-65, 2019	61	2019
Mipaal: Mixed integer program as a layer A Ferber, B Wilder, B Dilkina, M Tambe Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1504-1511, 2020	58	2020
Trade‐offs and efficiencies in optimal budget‐constrained multispecies corridor networks B Dilkina, R Houtman, CP Gomes, CA Montgomery, KS McKelvey, ... Conservation Biology 31 (1), 192-202, 2017	58	2017
Firebird: Predicting fire risk and prioritizing fire inspections in Atlanta M Madaio, ST Chen, OL Haimson, W Zhang, X Cheng, M Hinds-Aldrich, ... Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	55*	2016
Large scale high-resolution land cover mapping with multi-resolution data C Robinson, L Hou, K Malkin, R Soobitsky, J Czawlytko, B Dilkina, N Jojic Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	49	2019
Airsim-w: A simulation environment for wildlife conservation with uavs E Bondi, D Dey, A Kapoor, J Piavis, S Shah, F Fang, B Dilkina, ... Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	47	2018
Learning to prescribe interventions for tuberculosis patients using digital adherence data JA Killian, B Wilder, A Sharma, V Choudhary, B Dilkina, M Tambe Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	45	2019
End to end learning and optimization on graphs B Wilder, E Ewing, B Dilkina, M Tambe Advances in Neural Information Processing Systems 32, 2019	43	2019
A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	43	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	41	2020

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