Bistra Dilkina

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75 articoli

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchEmail verificata su harvard.edu
Caleb RobinsonMicrosoft AI for GoodEmail verificata su microsoft.com
Elias B. KhalilAssistant Professor, University of TorontoEmail verificata su mie.utoronto.ca
Aaron FerberCornell UniversityEmail verificata su cornell.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityEmail verificata su andrew.cmu.edu
Taoan HuangUniversity of Southern CaliforniaEmail verificata su usc.edu
Le SongGenBio AI, Mohamed bin Zayed University of Artificial IntelligenceEmail verificata su mbzuai.ac.ae
Sven KoenigChancellor's Professor and Bren Chair, UC IrvineEmail verificata su uci.edu
Ashish SabharwalAllen Institute for AI (AI2)Email verificata su allenai.org
Fei FangCarnegie Mellon UniversityEmail verificata su cmu.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityEmail verificata su scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganEmail verificata su umich.edu
George NemhauserProfessor, Georgia Institute of TechnologyEmail verificata su isye.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatEmail verificata su keybiodiversityareas.org
Subhrajit GuhathakurtaHarry West Chair Professor of City and Regional Planning, Georgia Institute of TechnologyEmail verificata su gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateEmail verificata su asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyEmail verificata su pubpolicy.gatech.edu
Yuandong TianResearch Scientist, Meta AI (FAIR)Email verificata su fb.com
Haifeng XuUniversity of ChicagoEmail verificata su uchicago.edu
Yuyu ZhangResearch Scientist, ByteDanceEmail verificata su bytedance.com

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Bistra Dilkina

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

Email verificata su usc.edu - Home page

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1939	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	524	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	507	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	375	2019
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai 2017, 659-666, 2017	186	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	181	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	167	2014
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International conference on integration of artificial intelligence (AI) and …, 2010	139	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	135	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	134	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	129	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	111	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	104	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	99	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	98*	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	95	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	82	2020

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