Behrouz Babaki
Behrouz Babaki
Mila, HEC Montréal
Verified email at - Homepage
Cited by
Cited by
Constrained clustering using column generation
B Babaki, T Guns, S Nijssen
Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014
Enhancing scalability of peer-to-peer energy markets using adaptive segmentation method
M Khorasany, Y Mishra, B Babaki, G Ledwich
Journal of Modern Power Systems and Clean Energy 7 (4), 791-801, 2019
A unifying framework for fairness-aware influence maximization
G Farnad, B Babaki, M Gendreau
Companion Proceedings of the Web Conference 2020, 714-722, 2020
Fairness in relational domains
G Farnadi, B Babaki, L Getoor
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 108-114, 2018
Learning fair naive bayes classifiers by discovering and eliminating discrimination patterns
YJ Choi, G Farnadi, B Babaki, G Van den Broeck
Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10077 …, 2020
Combining stochastic constraint optimization and probabilistic programming: from knowledge compilation to constraint solving
ALD Latour, B Babaki, A Dries, A Kimmig, G Van den Broeck, S Nijssen
Principles and Practice of Constraint Programming: 23rd International …, 2017
Stochastic Constraint Programming with And-Or Branch-and-Bound.
B Babaki, T Guns, L De Raedt
IJCAI, 539-545, 2017
Individual fairness in kidney exchange programs
G Farnadi, W St-Arnaud, B Babaki, M Carvalho
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11496 …, 2021
Stochastic Constraint Propagation for Mining Probabilistic Networks.
ALD Latour, B Babaki, S Nijssen
IJCAI, 2019
Lifted hinge-loss Markov random fields
S Srinivasan, B Babaki, G Farnadi, L Getoor
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7975-7983, 2019
Local search for constrained graph clustering in biological networks
DH Tran, B Babaki, D Van Daele, P Leyman, P De Causmaecker
Computers & Operations Research 132, 105299, 2021
Exact stochastic constraint optimisation with applications in network analysis
ALD Latour, B Babaki, D Fokkinga, M Anastacio, HH Hoos, S Nijssen
Artificial Intelligence 304, 103650, 2022
Combinatorial search in CP-based iterated belief propagation
B Babaki, B Omrani, G Pesant
Principles and Practice of Constraint Programming: 26th International …, 2020
Solving classical AI planning problems using planning-independent CP modeling and search
B Babaki, G Pesant, CG Quimper
Proceedings of the International Symposium on Combinatorial Search 11 (1), 2-10, 2020
Prediction-based optimization for online people and parcels share a ride taxis
N Van Son, B Babaki, A Dries, PQ Dung, N Xuan
2017 9th International Conference on Knowledge and Systems Engineering (KSE …, 2017
Neural Column Generation for Capacitated Vehicle Routing
B Babaki, SD Jena, L Charlin
AAAI-22 Workshop on Machine Learning for Operations Research (ML4OR), 2021
A declarative approach to fairness in relational domains
G Farnadi, B Babaki, L Getoor
Data engineering, 2019
Novel online routing algorithms for smart people‐parcel taxi sharing services
S Nguyen Van, N Vu Thi Hong, D Pham Quang, H Nguyen Xuan, ...
ETRI Journal 44 (2), 220-231, 2022
Fairness-Aware Relational Learning and Inference.
G Farnadi, B Babaki, L Getoor
AAAI Workshops, 333-335, 2018
A Branch-and-Cut Algorithm for Constrained Graph Clustering
B Babaki, D Van Daele, B Weytjens, T Guns
Data Science Meets Optimization workshop, 2017
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