Gilles Pesant
5 papers · 2020–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
constraint programming
(5)
belief propagation
(3)
molecule generation
(2)
combinatorial optimization
(2)
sequence model
(1)
classification model
(1)
token prediction
(1)
grammar constraint
(1)
search algorithm
(1)
search guidance
(1)
variable assignment
(1)
combinatorial problem
(1)
neuro-symbolic framework
(1)
maximum satisfiability
(1)
global constraint
(1)
itemset mining
(1)
structured generation
(1)
meeting scheduling
(1)
weighted counting
(1)
and or search
(1)
Papers
Constrained Molecule Generation Modelled Using the Grammar Constraint
AAAI 2026
Constrained Sequential Inference in Machine Learning Using Constraint Programming
IJCAI 2025
Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem (Extended Abstract)
IJCAI 2023
From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract)
IJCAI 2020
Learning Optimal Decision Trees using Constraint Programming (Extended Abstract)
IJCAI 2020