Behrouz Babaki

According to our database, Behrouz Babaki authored at least 22 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Exact stochastic constraint optimisation with applications in network analysis.

Anna L. D. Latour, Behrouz Babaki, Daniël Fokkinga, Marie Anastacio, Holger H. Hoos, Siegfried Nijssen

Artif. Intell., 2022

2021

Local search for constrained graph clustering in biological networks.

Duy-Hoang Tran, Behrouz Babaki, Dries Van Daele, Pieter Leyman, Patrick De Causmaecker

Comput. Oper. Res., 2021

Individual Fairness in Kidney Exchange Programs.

Golnoosh Farnadi, William St-Arnaud, Behrouz Babaki, Margarida Carvalho

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Unifying Framework for Fairness-Aware Influence Maximization.

Golnoosh Farnadi, Behrouz Babaki, Michel Gendreau

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Solving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search.

Behrouz Babaki, Gilles Pesant, Claude-Guy Quimper

Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

Parallel Planning using a Lazy Clause Generation Solver.

Behrouz Babaki, Gilles Pesant

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Combinatorial Search in CP-Based Iterated Belief Propagation.

Behrouz Babaki, Bilel Omrani, Gilles Pesant

Proceedings of the Principles and Practice of Constraint Programming, 2020

Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns.

YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Declarative Approach to Fairness in Relational Domains.

Golnoosh Farnadi, Behrouz Babaki, Lise Getoor

IEEE Data Eng. Bull., 2019

Compiling Stochastic Constraint Programs to And-Or Decision Diagrams.

Behrouz Babaki, Golnoosh Farnadi, Gilles Pesant

CoRR, 2019

Stochastic Constraint Propagation for Mining Probabilistic Networks.

Anna Louise D. Latour, Behrouz Babaki, Siegfried Nijssen

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Lifted Hinge-Loss Markov Random Fields.

Sriram Srinivasan, Behrouz Babaki, Golnoosh Farnadi, Lise Getoor

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams.

Anna L. D. Latour, Behrouz Babaki, Siegfried Nijssen

CoRR, 2018

Fairness in Relational Domains.

Golnoosh Farnadi, Behrouz Babaki, Lise Getoor

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

Fairness-Aware Relational Learning and Inference.

Golnoosh Farnadi, Behrouz Babaki, Lise Getoor

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

On Constraints, Optimisation, Probability and Data Mining ; Over constraints, optimisatie, probability en data mining.

Behrouz Babaki

PhD thesis, 2017

Prediction-based optimization for online People and Parcels share a ride taxis.

Van Son Nguyen, Behrouz Babaki, Anton Dries, Pham Quang Dung, Nguyen Xuan

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Stochastic Constraint Programming with And-Or Branch-and-Bound.

Behrouz Babaki, Tias Guns, Luc De Raedt

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Combining Stochastic Constraint Optimization and Probabilistic Programming - From Knowledge Compilation to Constraint Solving.

Anna L. D. Latour, Behrouz Babaki, Anton Dries, Angelika Kimmig, Guy Van den Broeck, Siegfried Nijssen

Proceedings of the Principles and Practice of Constraint Programming, 2017

2016

Modeling in MiningZinc.

Anton Dries, Tias Guns, Siegfried Nijssen, Behrouz Babaki, Thanh Le Van, Benjamin Négrevergne, Sergey Paramonov, Luc De Raedt

Proceedings of the Data Mining and Constraint Programming, 2016

2015

Constraint-Based Querying for Bayesian Network Exploration.

Behrouz Babaki, Tias Guns, Siegfried Nijssen, Luc De Raedt

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

2014

Constrained Clustering Using Column Generation.

Behrouz Babaki, Tias Guns, Siegfried Nijssen

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014