François Roueff

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Variational Inference

Maximum Likelihood Estimation

Top Venues

Publications

Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
New Penalized Criteria for Smooth Non-Negative Tensor Factorization With Missing Entries. IEEE Trans. Signal Process. 72 (2024)
Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference. ICLR (2024)
Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff
DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference. UniReps (2023)
Kamélia Daudel, Randal Douc, François Roueff
Monotonic Alpha-divergence Minimisation for Variational Inference. J. Mach. Learn. Res. 24 (2023)
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
Nonlinear Functional Output Regression: A Dictionary Approach. AISTATS (2021)
Kamélia Daudel, Randal Douc, François Roueff
Monotonic Alpha-divergence Minimisation. CoRR (2021)
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. EUSIPCO (2021)
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
Nonlinear Functional Output Regression: a Dictionary Approach. CoRR (2020)
Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard
Identification of a thermal building model by learning the dynamics of the solar flux. MLSP (2017)
Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac
Nonparametric estimation of a shot-noise process. SSP (2016)
Tahar Nabil, Eric Moulines, François Roueff, Jean-Marc Jicquel, Alexandre Girard
Maximum likelihood estimation of a low-order building model. EUSIPCO (2016)
François Roueff, Philippe Soulier
. J. Appl. Probab. 52 (1) (2015)
Ban Zheng, François Roueff, Frédéric Abergel
Modelling Bid and Ask Prices Using Constrained Hawkes Processes: Ergodicity and Scaling Limit. SIAM J. Financial Math. 5 (1) (2014)
Pascal Bianchi, Jérémie Jakubowicz, François Roueff
Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks. IEEE Trans. Signal Process. 59 (3) (2011)
Till Wohlfarth, Stéphan Clémençon, François Roueff, Xavier Casellato
A Data-Mining Approach to Travel Price Forecasting. ICMLA (1) (2011)
Walid Hachem, Eric Moulines, François Roueff
Error Exponents for Neyman-Pearson Detection of a Continuous-Time Gaussian Markov Process From Regular or Irregular Samples. IEEE Trans. Inf. Theory 57 (6) (2011)
Olaf Kouamo, Maurice Charbit, Eric Moulines, François Roueff
Inference of a Generalized Long Memory Process in the Wavelet Domain. IEEE Trans. Signal Process. 59 (12) (2011)
Pascal Bianchi, Jérémie Jakubowicz, François Roueff
Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors CoRR (2010)
Walid Hachem, Eric Moulines, Jamal Najim, François Roueff
On the error exponents for detecting randomly sampled noisy diffusion processes. ICASSP (2009)
Walid Hachem, Eric Moulines, François Roueff
Error exponents for Neyman-Pearson detection of a continuous-time Gaussian Markov process from noisy irregular samples CoRR (2009)
Yann Gousseau, François Roueff
Modeling Occlusion and Scaling in Natural Images. Multiscale Model. Simul. 6 (1) (2007)
Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines
Statistical Pileup Correction Method for HPGe Detectors. IEEE Trans. Signal Process. 55 (10) (2007)
Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. ICASSP (3) (2006)
Yann Gousseau, François Roueff
A geometrical a priori for capturing the regularity of images. EUSIPCO (2005)