Bistra Dilkina

Cytowane przez

	Wszystkie	Od 2020
Cytowania	7474	6187
h-indeks	37	32
i10-indeks	93	79

1600

800

400

1200

20112012201320142015201620172018201920202021202220232024202536 41 48 43 60 76 125 242 496 795 1013 1239 1390 1556 187

Dostęp publiczny

Wyświetl wszystko

73 artykuły

3 artykuły

dostępne

niedostępne

Objęte finansowaniem

Współautorzy

Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchZweryfikowany adres z harvard.edu
Caleb RobinsonMicrosoft AI for GoodZweryfikowany adres z microsoft.com
Elias B. KhalilAssistant Professor, University of TorontoZweryfikowany adres z mie.utoronto.ca
Aaron FerberCornell UniversityZweryfikowany adres z cornell.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityZweryfikowany adres z andrew.cmu.edu
Taoan HuangUniversity of Southern CaliforniaZweryfikowany adres z usc.edu
Le SongGenBio AI, Mohamed bin Zayed University of Artificial IntelligenceZweryfikowany adres z mbzuai.ac.ae
Sven KoenigChancellor's Professor and Bren Chair, UC IrvineZweryfikowany adres z uci.edu
Ashish SabharwalAllen Institute for AI (AI2)Zweryfikowany adres z allenai.org
Fei FangCarnegie Mellon UniversityZweryfikowany adres z cmu.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityZweryfikowany adres z scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganZweryfikowany adres z umich.edu
George NemhauserProfessor, Georgia Institute of TechnologyZweryfikowany adres z isye.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatZweryfikowany adres z keybiodiversityareas.org
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyZweryfikowany adres z gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateZweryfikowany adres z asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyZweryfikowany adres z pubpolicy.gatech.edu
Haifeng XuUniversity of ChicagoZweryfikowany adres z uchicago.edu
Yuyu ZhangResearch Scientist, ByteDanceZweryfikowany adres z bytedance.com
Hanjun DaiGoogle DeepMindZweryfikowany adres z google.com

Obserwuj

Bistra Dilkina

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

Zweryfikowany adres z usc.edu - Strona główna

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	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	1888	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	523	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	504	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	370	2019
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	186	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	169	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	168	2020
Solving connected subgraph problems in wildlife conservation B Dilkina, CP Gomes International conference on integration of artificial intelligence (AI) and …, 2010	138	2010
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	130	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	129	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	122	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	120	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	113	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	101	2018
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	98	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	94*	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	92	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
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	75	2020

Nie można teraz wykonać tej operacji. Spróbuj ponownie później.

Prace 1–20

Cytowania rocznie

Powielone cytowania

Scalone cytowania

Dodaj współautorówWspółautorzy

Obserwuj

Cytowane przez

Współautorzy