Roueff, François

6 publications

NeurIPS 2024 Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families François Bertholom, Randal Douc, François Roueff

ICLR 2024 Disentangling Time Series Representations via Contrastive Independence-of-Support on L-Variational Inference Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le Borgne, François Roueff

NeurIPSW 2023 DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM) Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le Borgne, François Roueff

JMLR 2023 Monotonic Alpha-Divergence Minimisation for Variational Inference Kamélia Daudel, Randal Douc, François Roueff

ICMLW 2023 Temporal Attention Bottleneck Is Informative? Interpretability Through Disentangled Generative Representations for Energy Time Series Disaggregation Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel Le-Borgne, François Roueff

AISTATS 2021 Nonlinear Functional Output Regression: A Dictionary Approach Dimitri Bouche, Marianne Clausel, François Roueff, Florence d’Alché-Buc