Fabien Bernier

According to our database, Fabien Bernier authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories.

Pantelis Dogoulis, Fabien Bernier, Félix Fourreau, Karim Tit, Maxime Cordy

CoRR, June, 2025

SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models.

Fabien Bernier, Jun Cao, Maxime Cordy, Salah Ghamizi

CoRR, January, 2025

Leveraging External Factors in Household-Level Electrical Consumption Forecasting Using Hypernetworks.

Fabien Bernier, Maxime Cordy, Yves Le Traon

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2022

Survey on Fairness Notions and Related Tensions.

Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua

CoRR, 2022

2021

Reducing Unintended Bias of ML Models on Tabular and Textual Data.

Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021