Bistra Dilkina

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2019
Позовавания	6785	6011
h-индекс	35	33
i10-индекс	86	73

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20102011201220132014201520162017201820192020202120222023202418 36 42 48 42 60 75 125 242 491 794 1012 1223 1390 1083

Публичен достъп

Преглед на всички

71 статии

3 статии

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchПотвърден имейл адрес: harvard.edu
Caleb RobinsonMicrosoft AI for GoodПотвърден имейл адрес: microsoft.com
Elias B. KhalilAssistant Professor, University of TorontoПотвърден имейл адрес: mie.utoronto.ca
Aaron FerberCornell UniversityПотвърден имейл адрес: cornell.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityПотвърден имейл адрес: andrew.cmu.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceПотвърден имейл адрес: biomap.com
Taoan HuangUniversity of Southern CaliforniaПотвърден имейл адрес: usc.edu
Ashish SabharwalAllen Institute for AI (AI2)Потвърден имейл адрес: allenai.org
Fei FangCarnegie Mellon UniversityПотвърден имейл адрес: cmu.edu
Sven KoenigChancellor's Professor and Bren Chair, UC IrvineПотвърден имейл адрес: uci.edu
Wenwen ZhangAssociate Professor at Rutgers UniversityПотвърден имейл адрес: scarletmail.rutgers.edu
Elizabeth Bondi-KellyAssistant Professor, University of MichiganПотвърден имейл адрес: umich.edu
George NemhauserProfessor, Georgia Institute of TechnologyПотвърден имейл адрес: isye.gatech.edu
Andrew J. PlumptreHead, Key Biodiversity Areas SecretariatПотвърден имейл адрес: keybiodiversityareas.org
Subhrajit GuhathakurtaProfessor of City and Regional Planning, Georgia Institute of TechnologyПотвърден имейл адрес: gatech.edu
Ram PendyalaProfessor and Director, School of Sustainable Engineering and the Built Environment, Arizona StateПотвърден имейл адрес: asu.edu
Marilyn A. BrownGeorgia Institute of TechnologyПотвърден имейл адрес: pubpolicy.gatech.edu
Haifeng XuUniversity of ChicagoПотвърден имейл адрес: uchicago.edu
Amrita GuptaConservation Science PartnersПотвърден имейл адрес: gatech.edu
Yuyu ZhangResearch Scientist, ByteDanceПотвърден имейл адрес: bytedance.com

Следене

Bistra Dilkina

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

Потвърден имейл адрес: usc.edu - Начална страница

Artificial Intelligence Operations Research Network Design Computational Sustainability Conservation Planning


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1741	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	485	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	458	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	321	2019
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	175	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	167	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	149	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	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	114	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	114	2017
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
End to end learning and optimization on graphs B Wilder, E Ewing, B Dilkina, M Tambe Advances in Neural Information Processing Systems 32, 2019	101	2019
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	91*	2016
Modeling migration patterns in the USA under sea level rise C Robinson, B Dilkina, J Moreno-Cruz Plos one 15 (1), e0227436, 2020	90	2020
A machine learning approach to modeling human migration C Robinson, B Dilkina Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018	90	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	87	2018
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	86	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	75	2020
Tradeoffs in the complexity of backdoor detection B Dilkina, CP Gomes, A Sabharwal Principles and Practice of Constraint Programming–CP 2007: 13th …, 2007	71	2007

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