Pierre-Henri Wuillemin
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Methods
(1)
Keywords
bayesian network
(3)
probabilistic graphical model
(2)
approximate inference
(1)
tensor decomposition
(1)
low-rank approximation
(1)
message passing
(1)
mutual information
(1)
nonparametric estimation
(1)
markov random field
(1)
graphical model
(1)
traveling salesman problem
(1)
credal network
(1)
markov network
(1)
influence diagram
(1)
tensor train format
(1)
tensor train
(1)
optimal stopping
(1)
nested rollout policy adaptation
(1)
online learning policy
(1)
combinatorial optimization
(1)
Papers
Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping
AAAI 2023
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks
AAAI 2021
aGrUM/pyAgrum : a toolbox to build models and algorithms
for Probabilistic Graphical Models in Python
PGM 2020
An Efficient Low-Rank Tensors Representation for
Algorithms in Complex Probabilistic Graphical Models
PGM 2020