Bistra Dilkina

Citované v

	Všetky	Od 2020
Citácie	7545	6258
h-index	37	33
i10-index	93	80

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74 článkov

4 články

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Na základe mandátov na financovanie

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchOverená e-mailová adresa na: harvard.edu
Caleb RobinsonMicrosoft AI for GoodOverená e-mailová adresa na: microsoft.com
Elias B. KhalilAssistant Professor, University of TorontoOverená e-mailová adresa na: mie.utoronto.ca
Aaron FerberCornell UniversityOverená e-mailová adresa na: cornell.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityOverená e-mailová adresa na: andrew.cmu.edu
Taoan HuangUniversity of Southern CaliforniaOverená e-mailová adresa na: usc.edu
Le SongGenBio AI, Mohamed bin Zayed University of Artificial IntelligenceOverená e-mailová adresa na: mbzuai.ac.ae
Sven KoenigChancellor's Professor and Bren Chair, UC IrvineOverená e-mailová adresa na: uci.edu
Ashish SabharwalAllen Institute for AI (AI2)Overená e-mailová adresa na: allenai.org
Fei FangCarnegie Mellon UniversityOverená e-mailová adresa na: cmu.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityOverená e-mailová adresa na: scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganOverená e-mailová adresa na: umich.edu
George NemhauserProfessor, Georgia Institute of TechnologyOverená e-mailová adresa na: isye.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatOverená e-mailová adresa na: keybiodiversityareas.org
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyOverená e-mailová adresa na: gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateOverená e-mailová adresa na: asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyOverená e-mailová adresa na: pubpolicy.gatech.edu
Haifeng XuUniversity of ChicagoOverená e-mailová adresa na: uchicago.edu
Yuandong TianResearch Scientist, Meta AI (FAIR)Overená e-mailová adresa na: fb.com
Yuyu ZhangResearch Scientist, ByteDanceOverená e-mailová adresa na: bytedance.com

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Bistra Dilkina

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

Overená e-mailová adresa na: usc.edu - Domovská stránka

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1902	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	520	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	502	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	372	2019
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai 2017, 659-666, 2017	185	2017
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	175	2020
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	166	2014
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International conference on integration of artificial intelligence (AI) and …, 2010	138	2010
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	132	2019
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	132	2017
End to end learning and optimization on graphs B Wilder, E Ewing, B Dilkina, M Tambe Advances in Neural Information Processing Systems 32, 2019	124	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	121	2019
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	112	2012
A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	106	2018
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	103	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	97	2020
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	97*	2016
BIRDSAI: A dataset for detection and tracking in aerial thermal infrared videos E Bondi, R Jain, P Aggrawal, S Anand, R Hannaford, A Kapoor, J Piavis, ... Proceedings of the IEEE/CVF Winter conference on applications of computer …, 2020	93	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	89	2017
A general large neighborhood search framework for solving integer linear programs J Song, Y Yue, B Dilkina Advances in Neural Information Processing Systems 33, 20012-20023, 2020	81	2020

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