Behrouz Babaki

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Golnoosh FarnadiAssistant Professor at McGill University & Mila, Canada CIFAR AI ChairVerified email at mila.quebec
Siegfried NijssenICTEAM, EPL, Université catholique de Louvain; Universiteit LeidenVerified email at uclouvain.be
Tias GunsVUBVerified email at vub.ac.be
Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Anna L.D. LatourResearch Fellow, School of Computing, National University of SingaporeVerified email at nus.edu.sg
Anton DriesNokia Bell LabsVerified email at nokia-bell-labs.com
Guy Van den BroeckAssociate Professor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
Gilles PesantProfessor, École Polytechnique de Montréal -- CIRRELTVerified email at polymtl.ca
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Michel GendreauProfessor of Operations Research, École Polytechnique de MontréalVerified email at cirrelt.net
Gerard LedwichQueensland University of TechnologyVerified email at qut.edu.au
Yateendra MishraAssociate ProfessorVerified email at qut.edu.au
Mohsen KhorasanyMonash UniversityVerified email at monash.edu
Margarida CarvalhoDIRO, Université de MontréalVerified email at iro.umontreal.ca
YooJung ChoiAssistant Professor, Arizona State UniversityVerified email at asu.edu
Angelika KimmigKU LeuvenVerified email at cs.kuleuven.be
Hoai Nguyen Xuan (XUAN)Assoc/Prof. of Computer Science, AI Academy VietnamVerified email at aiacademy.edu.vn
Claude-Guy QuimperUniversité LavalVerified email at ift.ulaval.ca
Bram WeytjensPhD student, KU Leuven and UGentVerified email at ugent.be
Thanh Le VanJanssen Pharmaceutica NV - Johnson and JohnsonVerified email at its.jnj.com

Behrouz Babaki

Mila, HEC Montréal

Verified email at mila.quebec - Homepage

Artificial Intelligence Combinatorial Optimization Probabilistic Reasoning


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Constrained clustering using column generation B Babaki, T Guns, S Nijssen Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014	73	2014
A unifying framework for fairness-aware influence maximization G Farnad, B Babaki, M Gendreau Companion Proceedings of the Web Conference 2020, 714-722, 2020	44	2020
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	41	2019
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	36	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	33	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	21	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	14	2021
Stochastic Constraint Programming with And-Or Branch-and-Bound. B Babaki, T Guns, L De Raedt IJCAI, 539-545, 2017	11	2017
Stochastic Constraint Propagation for Mining Probabilistic Networks. ALD Latour, B Babaki, S Nijssen IJCAI, 2019	8	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	8	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	7	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	4	2022
Combinatorial search in CP-based iterated belief propagation B Babaki, B Omrani, G Pesant Principles and Practice of Constraint Programming: 26th International …, 2020	4	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	4	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	4	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	3	2021
A declarative approach to fairness in relational domains G Farnadi, B Babaki, L Getoor Data engineering, 2019	3	2019
COIL: A Deep Architecture for Column Generation B Babaki, L Charlin, SD Jena Bureau de Montreal, Université de Montreal, 2022	2	2022
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	2	2022
Fairness-Aware Relational Learning and Inference. G Farnadi, B Babaki, L Getoor AAAI Workshops, 333-335, 2018	2	2018

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