Guillaume Derval

Postdoc, University of Liège

Joined

March 2025

Names

Guillaume Derval (Preferred)

Emails

****@uliege.be (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Postdoc

University of Liège (uliege.be)

2022 – Present

PhD student

UCLouvain (uclouvain.be)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Pierre Schaus

Present

Postdoc Advisor

Damien Ernst

Present

Expertise

No areas of expertise listed

Publications

A Unified Definition of Hosting Capacity, Applications, and Review
Amina Benzerga, Alireza Bahmanyar, Guillaume Derval, Damien Ernst
- IEEE Access 2025
- Readers: Everyone
Efficient LP warmstarting for linear modifications of the constraint matrix
Guillaume Derval, Bardhyl Miftari, Damien Ernst, Quentin Louveaux
- CoRR 2025
- Readers: Everyone
Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms
Samy Aittahar, Adrien Bolland, Guillaume Derval, Damien Ernst
- CoRR 2024
- Readers: Everyone
GBOML: a structure-exploiting optimization modelling language in Python
Bardhyl Miftari, Mathias Berger, Guillaume Derval, Quentin Louveaux, Damien Ernst
- Optim. Methods Softw. 2024
- Readers: Everyone
Maximal-Sum submatrix search using a hybrid contraint programming/linear programming approach
Guillaume Derval, Pierre Schaus
- Eur. J. Oper. Res. 2022
- Readers: Everyone
Optimal Decoding of Hidden Markov Models with Consistency Constraints
Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus
- DS 2022
- Readers: Everyone
Finding maximum sum submatrices
Guillaume Derval
- undefined 2021
- Readers: Everyone
Mining Constrained Regions of Interest: An Optimization Approach
Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus
- DS 2020
- Readers: Everyone
The Maximum Weighted Submatrix Coverage Problem: A CP Approach
Guillaume Derval, Vincent Branders, Pierre Dupont, Pierre Schaus
- CPAIOR 2019
- Readers: Everyone
An Aggregate Learning Approach for Interpretable Semi-supervised Population Prediction and Disaggregation Using Ancillary Data
Guillaume Derval, Frédéric Docquier, Pierre Schaus
- ECML/PKDD (3) 2019
- Readers: Everyone

View all 14 publications