Bistra Dilkina

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Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchPreverjeni e-poštni naslov na harvard.edu
Caleb RobinsonMicrosoft AI for GoodPreverjeni e-poštni naslov na microsoft.com
Elias B. KhalilAssistant Professor, University of TorontoPreverjeni e-poštni naslov na mie.utoronto.ca
Aaron FerberCornell UniversityPreverjeni e-poštni naslov na cornell.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityPreverjeni e-poštni naslov na andrew.cmu.edu
Taoan HuangUniversity of Southern CaliforniaPreverjeni e-poštni naslov na usc.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligencePreverjeni e-poštni naslov na biomap.com
Ashish SabharwalAllen Institute for AI (AI2)Preverjeni e-poštni naslov na allenai.org
Fei FangCarnegie Mellon UniversityPreverjeni e-poštni naslov na cmu.edu
Sven KoenigChancellor's Professor and Bren Chair, UC IrvinePreverjeni e-poštni naslov na uci.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityPreverjeni e-poštni naslov na scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganPreverjeni e-poštni naslov na umich.edu
George NemhauserProfessor, Georgia Institute of TechnologyPreverjeni e-poštni naslov na isye.gatech.edu
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyPreverjeni e-poštni naslov na gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StatePreverjeni e-poštni naslov na asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyPreverjeni e-poštni naslov na pubpolicy.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatPreverjeni e-poštni naslov na keybiodiversityareas.org
Haifeng XuUniversity of ChicagoPreverjeni e-poštni naslov na uchicago.edu
Yuyu ZhangResearch Scientist, ByteDancePreverjeni e-poštni naslov na bytedance.com
Hanjun DaiGoogle DeepMindPreverjeni e-poštni naslov na google.com

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Bistra Dilkina

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

Preverjeni e-poštni naslov na usc.edu - Domača stran

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1812	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	507	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	482	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	350	2019
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	180	2017
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	168	2014
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	163	2020
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International conference on integration of artificial intelligence (AI) and …, 2010	136	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	125	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	125	2017
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	119	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	114	2012
End to end learning and optimization on graphs B Wilder, E Ewing, B Dilkina, M Tambe Advances in Neural Information Processing Systems 32, 2019	110	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	97	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	93	2018
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	92*	2016
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	91	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	88	2017
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	85	2020
Tradeoffs in the complexity of backdoor detection B Dilkina, CP Gomes, A Sabharwal Principles and Practice of Constraint Programming–CP 2007: 13th …, 2007	72	2007

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