Behrouz Babaki

Joined

April 2020

Names

Behrouz Babaki (Preferred)

Emails

****@cs.kuleuven.be (Confirmed)

****@polymtl.ca (Confirmed)

****@hec.ca (Confirmed)

****@gmail.com (Confirmed)

****@mila.quebec (Confirmed)

Personal Links

Career & Education History

Postdoc

HEC Montreal (hec.ca)

2020 – 2021

Postdoc

Polytechnique Montreal (polymtl.ca)

2018 – 2020

Advisors, Relations & Conflicts

Postdoc Advisor

Laurent Charlin

2020 – 2021

Expertise

combinatorial optimization

constraint programming

machine learning

2012 – 2020

Publications

Neural Column Generation for Capacitated Vehicle Routing
Behrouz Babaki, Sanjay Dominik Jena, Laurent Charlin
- Published: 16 Dec 2021, Last Modified: 05 May 2023
- ML4OR-22 Poster
- Readers: Everyone
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns
YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck
- 2020 (modified: 16 Apr 2023)
- AAAI 2020
- Readers: Everyone
Solving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search
Behrouz Babaki, Gilles Pesant, Claude-Guy Quimper
- 2020 (modified: 15 Dec 2025)
- SOCS 2020
- Readers: Everyone
A Unifying Framework for Fairness-Aware Influence Maximization
Golnoosh Farnadi, Behrouz Babaki, Michel Gendreau
- 2020 (modified: 06 Nov 2022)
- WWW (Companion Volume) 2020
- Readers: Everyone
Compiling Stochastic Constraint Programs to And-Or Decision Diagrams
Behrouz Babaki, Golnoosh Farnadi, Gilles Pesant
- 2019 (modified: 09 Dec 2024)
- CoRR 2019
- Readers: Everyone
Stochastic Constraint Propagation for Mining Probabilistic Networks
Anna Louise D. Latour, Behrouz Babaki, Siegfried Nijssen
- 2019 (modified: 22 Apr 2023)
- BNAIC/BENELEARN 2019
- Readers: Everyone
A Declarative Approach to Fairness in Relational Domains
Golnoosh Farnadi, Behrouz Babaki, Lise Getoor
- 2019 (modified: 01 Aug 2020)
- IEEE Data Eng. Bull. 2019
- Readers: Everyone
Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns
YooJung Choi, Golnoosh Farnadi, Behrouz Babaki, Guy Van den Broeck
- 2019 (modified: 06 Nov 2022)
- CoRR 2019
- Readers: Everyone
Stochastic Constraint Propagation for Mining Probabilistic Networks
Anna Louise D. Latour, Behrouz Babaki, Siegfried Nijssen
- 2019 (modified: 22 Apr 2023)
- IJCAI 2019
- Readers: Everyone
Fairness-Aware Relational Learning and Inference
Golnoosh Farnadi, Behrouz Babaki, Lise Getoor
- 2018 (modified: 02 Mar 2020)
- AAAI Workshops 2018
- Readers: Everyone

View all 19 publications