フォロー
Bistra Dilkina
Bistra Dilkina
Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC
確認したメール アドレス: usc.edu - ホームページ
タイトル
引用先
引用先
Learning combinatorial optimization algorithms over graphs
E Khalil, H Dai, Y Zhang, B Dilkina, L Song
Advances in neural information processing systems 30, 2017
16782017
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
4662017
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
4382016
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
3012019
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
Ijcai, 659-666, 2017
1702017
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1632014
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
1372020
Solving connected subgraph problems in wildlife conservation
B Dilkina, CP Gomes
International conference on integration of artificial intelligence (AI) and …, 2010
1362010
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
1162019
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
1112012
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
1092017
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
1082019
End to end learning and optimization on graphs
B Wilder, E Ewing, B Dilkina, M Tambe
Advances in Neural Information Processing Systems 32, 2019
972019
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
90*2016
Modeling migration patterns in the USA under sea level rise
C Robinson, B Dilkina, J Moreno-Cruz
Plos one 15 (1), e0227436, 2020
862020
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
852017
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
842018
A machine learning approach to modeling human migration
C Robinson, B Dilkina
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable …, 2018
822018
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
722020
Tradeoffs in the complexity of backdoor detection
B Dilkina, CP Gomes, A Sabharwal
Principles and Practice of Constraint Programming–CP 2007: 13th …, 2007
702007
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