Guillaume Perez

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Venues

CoRR

AAAI

CPAIOR

University of Côte d'Azur, France (PHD)

Education History

University of Côte d'Azur, France

PHD

Publications

Guillaume Perez, Michel Barlaud
Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks. CoRR (2024)
Michel Barlaud, Guillaume Perez, Jean-Paul Marmorat
projection ; Application to the sparsification of auto-encoders neural networks. CoRR (2024)
Guillaume Perez, Laurent Condat, Michel Barlaud
Ball; Application to Sparse Autoencoders. CoRR (2023)
Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet
A Constraint Programming Model for Scheduling the Unloading of Trains in Ports. ICTAI (2023)
Guillaume Perez, Gael Glorian, Wijnand Suijlen, Arnaud Lallouet
A Constraint Programming Model for Scheduling the Unloading of Trains in Ports: Extended. CoRR (2023)
Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet
Distribution Optimization in Constraint Programming. CP (2023)
Guillaume Perez, Steve Malalel, Gael Glorian, Victor Jung, Alexandre Papadopoulos, Marie Pelleau, Wijnand Suijlen, Jean-Charles Régin, Arnaud Lallouet
Generalized Confidence Constraints. AAAI (2023)
Thomas Fournier, Arnaud Lallouet, Télio Cropsal, Gaël Glorian, Alexandre Papadopoulos, Antoine Petitet, Guillaume Perez, Suruthy Sekar, Wijnand Suijlen
A Deep Reinforcement Learning Heuristic for SAT based on Antagonist Graph Neural Networks. ICTAI (2022)
Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud
ball. Artif. Intell. 306 (2022)
Guillaume Perez, Sebastian Ament, Carla Gomes, Arnaud Lallouet
Constrained Machine Learning: The Bagel Framework. CoRR (2021)
Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud
Efficient Projection Algorithms onto the Weighted l1 Ball. CoRR (2020)
Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin
ball. Math. Program. 182 (1) (2020)
Guillaume Perez, Jean-Charles Régin
Parallel Algorithms for Operations on Multi-Valued Decision Diagrams. AAAI (2018)
Junwen Bai, Sebastian Ament, Guillaume Perez, John M. Gregoire, Carla P. Gomes
An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science. CPAIOR (2018)
Guillaume Perez, Brendan Rappazzo, Carla P. Gomes
Extending the Capacity of 1 / f Noise Generation. CP (2018)
Anthony Palmieri, Guillaume Perez
Objective as a Feature for Robust Search Strategies. CP (2018)
Guillaume Perez, Jean-Charles Régin
MDDs: Sampling and Probability Constraints. CP (2017)
Guillaume Perez, Jean-Charles Régin
Soft and Cost MDD Propagators. AAAI (2017)
Guillaume Perez, Jean-Charles Régin
MDDs are Efficient Modeling Tools: An Application to Some Statistical Constraints. CPAIOR (2017)
Guillaume Perez, Jean-Charles Régin
Constructions and In-Place Operations for MDDs Based Constraints. CPAIOR (2016)
Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus
Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets. CP (2016)
Pierre Roy, Guillaume Perez, Jean-Charles Régin, Alexandre Papadopoulos, François Pachet, Marco Marchini
Enforcing Structure on Temporal Sequences: The Allen Constraint. CP (2016)
Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus
Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets. CoRR (2016)
Guillaume Perez, Jean-Charles Régin
Relations between MDDs and Tuples and Dynamic Modifications of MDDs based constraints. CoRR (2015)
Guillaume Perez, Jean-Charles Régin
Efficient Operations On MDDs for Building Constraint Programming Models. IJCAI (2015)
Guillaume Perez, Jean-Charles Régin
Improving GAC-4 for Table and MDD Constraints. CP (2014)

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Publication Activity (10 Years)

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Guillaume Perez