Guillaume Perez

According to our database, Guillaume Perez authored at least 26 papers between 2014 and 2024.

Collaborative distances:

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

2024

A new Linear Time Bi-level ℓ_1,∞ projection ; Application to the sparsification of auto-encoders neural networks.

Michel Barlaud, Guillaume Perez, Jean-Paul Marmorat

CoRR, 2024

Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks.

Guillaume Perez, Michel Barlaud

CoRR, 2024

2023

A Constraint Programming Model for Scheduling the Unloading of Trains in Ports: Extended.

Guillaume Perez, Gael Glorian, Wijnand Suijlen, Arnaud Lallouet

CoRR, 2023

Near-Linear Time Projection onto the 𝓁_{1, ∞} Ball; Application to Sparse Autoencoders.

Guillaume Perez, Laurent Condat, Michel Barlaud

CoRR, 2023

A Constraint Programming Model for Scheduling the Unloading of Trains in Ports.

Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Distribution Optimization in Constraint Programming.

Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

Generalized Confidence Constraints.

Guillaume Perez, Steve Malalel, Gael Glorian, Victor Jung, Alexandre Papadopoulos, Marie Pelleau, Wijnand Suijlen, Jean-Charles Régin, Arnaud Lallouet

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Efficient projection algorithms onto the weighted <i>ℓ</i>₁ ball.

Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud

Artif. Intell., 2022

A Deep Reinforcement Learning Heuristic for SAT based on Antagonist Graph Neural Networks.

Thomas Fournier, Arnaud Lallouet, Télio Cropsal, Gaël Glorian, Alexandre Papadopoulos, Antoine Petitet, Guillaume Perez, Suruthy Sekar, Wijnand Suijlen

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021

Constrained Machine Learning: The Bagel Framework.

Guillaume Perez, Sebastian Ament, Carla P. Gomes, Arnaud Lallouet

CoRR, 2021

2020

A filtered bucket-clustering method for projection onto the simplex and the ℓ ₁ ball.

Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin

Math. Program., 2020

Efficient Projection Algorithms onto the Weighted l1 Ball.

Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud

CoRR, 2020

2018

An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science.

Junwen Bai, Sebastian Ament, Guillaume Perez, John M. Gregoire, Carla P. Gomes

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

Extending the Capacity of 1 / f Noise Generation.

Guillaume Perez, Brendan Rappazzo, Carla P. Gomes

Proceedings of the Principles and Practice of Constraint Programming, 2018

Objective as a Feature for Robust Search Strategies.

Anthony Palmieri, Guillaume Perez

Proceedings of the Principles and Practice of Constraint Programming, 2018

Parallel Algorithms for Operations on Multi-Valued Decision Diagrams.

Guillaume Perez, Jean-Charles Régin

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

2017

Decision diagrams : constraints and algorithms. (Diagrammes de décision : contraintes et algorithmes).

Guillaume Perez

PhD thesis, 2017

MDDs are Efficient Modeling Tools: An Application to Some Statistical Constraints.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

MDDs: Sampling and Probability Constraints.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Principles and Practice of Constraint Programming, 2017

Soft and Cost MDD Propagators.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Constructions and In-Place Operations for MDDs Based Constraints.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016

Enforcing Structure on Temporal Sequences: The Allen Constraint.

Pierre Roy, Guillaume Perez, Jean-Charles Régin, Alexandre Papadopoulos, François Pachet, Marco Marchini

Proceedings of the Principles and Practice of Constraint Programming, 2016

Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets.

Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2016

2015

Relations between MDDs and Tuples and Dynamic Modifications of MDDs based constraints.

Guillaume Perez, Jean-Charles Régin

CoRR, 2015

Efficient Operations On MDDs for Building Constraint Programming Models.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Improving GAC-4 for Table and MDD Constraints.

Guillaume Perez, Jean-Charles Régin

Proceedings of the Principles and Practice of Constraint Programming, 2014