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ORCIDGuillaume Perez
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Books and Theses
- 2017
[b1]Guillaume Perez:
Decision diagrams : constraints and algorithms. (Diagrammes de décision : contraintes et algorithmes). University of Côte d'Azur, France, 2017
Journal Articles
- 2022
- [j2]Guillaume Perez
, Sebastian Ament, Carla P. Gomes, Michel Barlaud:
Efficient projection algorithms onto the weighted ℓ1 ball. Artif. Intell. 306: 103683 (2022) - 2020
- [j1]Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin:
A filtered bucket-clustering method for projection onto the simplex and the ℓ 1 ball. Math. Program. 182(1): 445-464 (2020)
Conference and Workshop Papers
- 2023
- [c16]Guillaume Perez, Steve Malalel, Gael Glorian, Victor Jung, Alexandre Papadopoulos, Marie Pelleau, Wijnand Suijlen, Jean-Charles Régin, Arnaud Lallouet:
Generalized Confidence Constraints. AAAI 2023: 4078-4086 - [c15]Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet:
Distribution Optimization in Constraint Programming. CP 2023: 29:1-29:19 - [c14]Guillaume Perez, Gaël Glorian, Wijnand Suijlen, Arnaud Lallouet:
A Constraint Programming Model for Scheduling the Unloading of Trains in Ports. ICTAI 2023: 693-699 - 2022
- [c13]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: 1218-1222 - 2018
- [c12]Guillaume Perez, Jean-Charles Régin:
Parallel Algorithms for Operations on Multi-Valued Decision Diagrams. AAAI 2018: 6625-6632 - [c11]Anthony Palmieri, Guillaume Perez:
Objective as a Feature for Robust Search Strategies. CP 2018: 328-344 - [c10]Guillaume Perez, Brendan Rappazzo, Carla P. Gomes:
Extending the Capacity of 1 / f Noise Generation. CP 2018: 601-610 - [c9]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: 52-62 - 2017
- [c8]Guillaume Perez, Jean-Charles Régin:
Soft and Cost MDD Propagators. AAAI 2017: 3922-3928 - [c7]Guillaume Perez, Jean-Charles Régin:
MDDs: Sampling and Probability Constraints. CP 2017: 226-242 - [c6]Guillaume Perez, Jean-Charles Régin:
MDDs are Efficient Modeling Tools: An Application to Some Statistical Constraints. CPAIOR 2017: 30-40 - 2016
- [c5]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: 207-223 - [c4]Pierre Roy, Guillaume Perez, Jean-Charles Régin, Alexandre Papadopoulos, François Pachet, Marco Marchini:
Enforcing Structure on Temporal Sequences: The Allen Constraint. CP 2016: 786-801 - [c3]Guillaume Perez, Jean-Charles Régin:
Constructions and In-Place Operations for MDDs Based Constraints. CPAIOR 2016: 279-293 - 2015
- [c2]Guillaume Perez, Jean-Charles Régin:
Efficient Operations On MDDs for Building Constraint Programming Models. IJCAI 2015: 374-380 - 2014
- [c1]Guillaume Perez, Jean-Charles Régin:
Improving GAC-4 for Table and MDD Constraints. CP 2014: 606-621
Informal and Other Publications
- 2024
- [i8]Guillaume Perez, Michel Barlaud:
Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks. CoRR abs/2405.02086 (2024) - [i7]Michel Barlaud, Guillaume Perez, Jean-Paul Marmorat:
A new Linear Time Bi-level ℓ1,∞ projection ; Application to the sparsification of auto-encoders neural networks. CoRR abs/2407.16293 (2024) - 2023
- [i6]Guillaume Perez, Laurent Condat, Michel Barlaud:
Near-Linear Time Projection onto the 𝓁1, ∞ Ball; Application to Sparse Autoencoders. CoRR abs/2307.09836 (2023) - [i5]Guillaume Perez, Gael Glorian, Wijnand Suijlen, Arnaud Lallouet:
A Constraint Programming Model for Scheduling the Unloading of Trains in Ports: Extended. CoRR abs/2312.13682 (2023) - 2021
- [i4]Guillaume Perez, Sebastian Ament, Carla P. Gomes, Arnaud Lallouet:
Constrained Machine Learning: The Bagel Framework. CoRR abs/2112.01088 (2021) - 2020
- [i3]Guillaume Perez, Sebastian Ament, Carla P. Gomes, Michel Barlaud:
Efficient Projection Algorithms onto the Weighted l1 Ball. CoRR abs/2009.02980 (2020) - 2016
- [i2]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 abs/1604.06641 (2016) - 2015
- [i1]Guillaume Perez, Jean-Charles Régin:
Relations between MDDs and Tuples and Dynamic Modifications of MDDs based constraints. CoRR abs/1505.02552 (2015)
Coauthor Index
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