Pesant, Gilles

15 publications

JAIR 2025 Combining Constraint Programming and Machine Learning: From Current Progress to Future Opportunities Quentin Cappart, Tias Guns, Michele Lombardi, Gilles Pesant, Dimos Tsouros

IJCAI 2025 Constrained Sequential Inference in Machine Learning Using Constraint Programming Virasone Manibod, David Saikali, Gilles Pesant

IJCAI 2023 Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem (Extended Abstract) Miquel Bofill, Jordi Coll, Marc Garcia, Jesús Giráldez-Cru, Gilles Pesant, Josep Suy, Mateu Villaret

JAIR 2022 Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem Miquel Bofill, Jordi Coll, Marc Garcia, Jesús Giráldez-Cru, Gilles Pesant, Josep Suy, Mateu Villaret

IJCAI 2020 From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract) Gilles Pesant

IJCAI 2020 Learning Optimal Decision Trees Using Constraint Programming (Extended Abstract) Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus

JAIR 2019 From Support Propagation to Belief Propagation in Constraint Programming Gilles Pesant

JAIR 2019 Revisiting Counting Solutions for the Global Cardinality Constraint Giovanni Lo Bianco, Xavier Lorca, Charlotte Truchet, Gilles Pesant

AAAI 2017 Getting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems Gilles Pesant

MLJ 2017 Improving Probabilistic Inference in Graphical Models with Determinism and Cycles Mohamed Hamza Ibrahim, Christopher Joseph Pal, Gilles Pesant

AAAI 2016 Counting-Based Search for Constraint Optimization Problems Gilles Pesant

AAAI 2015 Exploiting Determinism to Scale Relational Inference Mohamed Hamza Ibrahim, Christopher J. Pal, Gilles Pesant

JAIR 2012 Counting-Based Search: Branching Heuristics for Constraint Satisfaction Problems Gilles Pesant, Claude-Guy Quimper, Alessandro Zanarini

AAAI 2006 A Quadratic Propagator for the Inter-Distance Constraint Claude-Guy Quimper, Alejandro López-Ortiz, Gilles Pesant

IJCAI 2005 Counting Solutions of CSPs: A Structural Approach Gilles Pesant