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Bistra Dilkina
Bistra Dilkina
Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC
Verified email at usc.edu - Homepage
Title
Cited by
Cited by
Year
Learning combinatorial optimization algorithms over graphs
E Khalil, H Dai, Y Zhang, B Dilkina, L Song
Advances in neural information processing systems 30, 2017
9082017
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
2712017
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
2302016
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1242014
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
1222019
Solving connected subgraph problems in wildlife conservation
B Dilkina, CP Gomes
International Conference on Integration of Artificial Intelligence (AI) and …, 2010
1142010
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
1002012
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
Ijcai, 659-666, 2017
992017
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
722017
Tradeoffs in the complexity of backdoor detection
B Dilkina, CP Gomes, A Sabharwal
International Conference on Principles and Practice of Constraint …, 2007
652007
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
612019
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
592020
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
582017
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
57*2016
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
502019
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
472018
Learning to prescribe interventions for tuberculosis patients using digital adherence data
JA Killian, B Wilder, A Sharma, V Choudhary, B Dilkina, M Tambe
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
452019
End to end learning and optimization on graphs
B Wilder, E Ewing, B Dilkina, M Tambe
Advances in Neural Information Processing Systems 32, 2019
432019
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
432018
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
Plos one 15 (1), e0227436, 2020
422020
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