Pierre-Henri Wuillemin

Assistant Professor, LIP6, UMR 7606

Joined

July 2019

Names

Emails

****@lip6.fr (Confirmed)

Personal Links

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Career & Education History

Assistant Professor

LIP6, UMR 7606 (sorbonne-universite.fr)

2003 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Probabilistic Graphical Models

Present

Causality

Present

Bayesian Networks

Present

Decision Support System

Present

Machine Learning

Present

Publications

Gaussian Mixture Models in R
Bastien Chassagnol, Antoine Bichat, Cheïma Boudjeniba, Pierre-Henri Wuillemin, Mickaël Guedj, David Gohel, Grégory Nuel, Etienne Becht
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- R J. 2023
- Readers: Everyone
Interpreting Predictive Models through Causality: A Query-Driven Methodology
Mahdi Hadj Ali, Yann Le Biannic, Pierre-Henri Wuillemin
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- FLAIRS 2023
- Readers: Everyone
Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping
Chen Dang, Cristina Bazgan, Tristan Cazenave, Morgan Chopin, Pierre-Henri Wuillemin
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- AAAI 2023
- Readers: Everyone
Improving Pressure Ulcers Prediction in Nursing Homes with ML Algorithm
Clara Charon, Pierre-Henri Wuillemin, Joël Belmin
- Published: 01 Jan 2023, Last Modified: 12 Feb 2024
- MIE 2023
- Readers: Everyone
Combining ontology and probabilistic models for the design of bio-based product transformation processes
Mélanie Münch, Patrice Buche, Stéphane Dervaux, Juliette Dibie, Liliana Ibanescu, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- Expert Syst. Appl. 2022
- Readers: Everyone
Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging
Melanie Munch, Patrice Buche, Hélène Angellier-Coussy, Cristina E. Manfredotti, Pierre-Henri Wuillemin
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- Int. J. Metadata Semant. Ontologies 2022
- Readers: Everyone
Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes
Clara Charon, Pierre-Henri Wuillemin, Joël Belmin
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- MIE 2022
- Readers: Everyone
A Process Reverse Engineering Approach Using Process and Observation Ontology and Probabilistic Relational Models: Application to Processing of Bio-composites for Food Packaging
Mélanie Münch, Patrice Buche, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- MTSR 2021
- Readers: Everyone
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks
Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- AAAI 2021
- Readers: Everyone
The Role of Instrumental Variables in Causal Inference Based on Independence of Cause and Mechanism
Nataliya Sokolovska, Pierre-Henri Wuillemin
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- Entropy 2021
- Readers: Everyone

View all 66 publications

Co-Authors

View all 84 co-authors