Bistra Dilkina

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchAdresă de e-mail confirmată pe harvard.edu
Elias B. KhalilAssistant Professor, University of TorontoAdresă de e-mail confirmată pe mie.utoronto.ca
Caleb RobinsonMicrosoft AI for GoodAdresă de e-mail confirmată pe microsoft.com
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityAdresă de e-mail confirmată pe andrew.cmu.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceAdresă de e-mail confirmată pe biomap.com
Ashish SabharwalAllen Institute for AI (AI2)Adresă de e-mail confirmată pe allenai.org
Aaron FerberUniversity of Southern CaliforniaAdresă de e-mail confirmată pe usc.edu
Fei FangCarnegie Mellon UniversityAdresă de e-mail confirmată pe cmu.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityAdresă de e-mail confirmată pe scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganAdresă de e-mail confirmată pe umich.edu
Hanjun DaiGoogle BrainAdresă de e-mail confirmată pe google.com
Taoan HuangUniversity of Southern CaliforniaAdresă de e-mail confirmată pe usc.edu
George NemhauserProfessor, Georgia Institute of TechnologyAdresă de e-mail confirmată pe isye.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatAdresă de e-mail confirmată pe keybiodiversityareas.org
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyAdresă de e-mail confirmată pe gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateAdresă de e-mail confirmată pe asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyAdresă de e-mail confirmată pe pubpolicy.gatech.edu
Haifeng XuUniversity of ChicagoAdresă de e-mail confirmată pe uchicago.edu
Amrita GuptaConservation Science PartnersAdresă de e-mail confirmată pe gatech.edu
Yuyu ZhangResearch Scientist, ByteDanceAdresă de e-mail confirmată pe bytedance.com

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Bistra Dilkina

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

Adresă de e-mail confirmată pe usc.edu - Pagina de pornire

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1353	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	400	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	350	2016
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	218	2019
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	150	2014
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	139	2017
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International Conference on Integration of Artificial Intelligence (AI) and …, 2010	132	2010
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	106	2020
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	106	2012
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	99	2017
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	91	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	81	2019
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	81	2019
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	76	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	76*	2016
A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	72	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	69	2020
Tradeoffs in the complexity of backdoor detection B Dilkina, CP Gomes, A Sabharwal Principles and Practice of Constraint Programming–CP 2007: 13th …, 2007	67	2007
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	65	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	56	2019

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