Bistra Dilkina
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Learning combinatorial optimization algorithms over graphs
E Khalil, H Dai, Y Zhang, B Dilkina, L Song
Advances in Neural Information Processing Systems, 6348-6358, 2017
3492017
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
1292017
Learning to branch in mixed integer programming
EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina
Thirtieth AAAI Conference on Artificial Intelligence, 2016
1082016
Solving connected subgraph problems in wildlife conservation
B Dilkina, CP Gomes
International Conference on Integration of Artificial Intelligence (AI) and …, 2010
892010
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
862014
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
852012
Tradeoffs in the complexity of backdoor detection
B Dilkina, CP Gomes, A Sabharwal
International Conference on Principles and Practice of Constraint …, 2007
612007
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
IJCAI, 659-666, 2017
512017
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, 1658-1665, 2019
422019
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
35*2016
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
282017
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
282017
Agile satellite scheduling via permutation search with constraint propagation
B Dilkina, B Havens
Technical Report Actenum Corporation, 2005
282005
Backdoors to combinatorial optimization: Feasibility and optimality
B Dilkina, CP Gomes, Y Malitsky, A Sabharwal, M Sellmann
International Conference on AI and OR Techniques in Constriant Programming …, 2009
262009
Upgrading shortest paths in networks
B Dilkina, KJ Lai, CP Gomes
International Conference on AI and OR Techniques in Constriant Programming …, 2011
252011
An empirical study of optimization for maximizing diffusion in networks
K Ahmadizadeh, B Dilkina, CP Gomes, A Sabharwal
International Conference on Principles and Practice of Constraint …, 2010
252010
Optimal patrol planning for green security games with black-box attackers
H Xu, B Ford, F Fang, B Dilkina, A Plumptre, M Tambe, M Driciru, ...
International Conference on Decision and Game Theory for Security, 458-477, 2017
242017
To gather together for a better world: Understanding and leveraging communities in micro-lending recommendation
J Choo, D Lee, B Dilkina, H Zha, H Park
Proceedings of the 23rd international conference on World wide web, 249-260, 2014
222014
Robust network design for multispecies conservation
R Le Bras, B Dilkina, Y Xue, CP Gomes, KS McKelvey, MK Schwartz, ...
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence …, 2013
212013
A hybrid schema for systematic local search
WS Havens, BN Dilkina
Conference of the Canadian Society for Computational Studies of Intelligence …, 2004
212004
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Artiklar 1–20