A geometrical a priori for capturing the regularity of images. - Yann Gousseau; François Roueff (EUSIPCO, 2005)

Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. - Thomas Trigano; François Roueff; Eric Moulines; Antoine Souloumiac; Thierry Montagu (ICASSP (3), 2006)

Modeling Occlusion and Scaling in Natural Images. - Yann Gousseau; François Roueff (Multiscale Model. Simul., 2007)

Statistical Pileup Correction Method for HPGe Detectors. - Thomas Trigano; Antoine Souloumiac; Thierry Montagu; François Roueff; Eric Moulines (IEEE Trans. Signal Process., 2007)

On the error exponents for detecting randomly sampled noisy diffusion processes. - Walid Hachem; Eric Moulines; Jamal Najim; François Roueff (ICASSP, 2009)

Error exponents for Neyman-Pearson detection of a continuous-time Gaussian Markov process from noisy irregular samples - Walid Hachem; Eric Moulines; François Roueff (CoRR, 2009)

Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors - Pascal Bianchi; Jérémie Jakubowicz; François Roueff (CoRR, 2010)

A Data-Mining Approach to Travel Price Forecasting. - Till Wohlfarth; Stéphan Clémençon; François Roueff; Xavier Casellato (ICMLA (1), 2011)

Error Exponents for Neyman-Pearson Detection of a Continuous-Time Gaussian Markov Process From Regular or Irregular Samples. - Walid Hachem; Eric Moulines; François Roueff (IEEE Trans. Inf. Theory, 2011)

Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks. - Pascal Bianchi; Jérémie Jakubowicz; François Roueff (IEEE Trans. Signal Process., 2011)

Inference of a Generalized Long Memory Process in the Wavelet Domain. - Olaf Kouamo; Maurice Charbit; Eric Moulines; François Roueff (IEEE Trans. Signal Process., 2011)

Modelling Bid and Ask Prices Using Constrained Hawkes Processes: Ergodicity and Scaling Limit. - Ban Zheng; François Roueff; Frédéric Abergel (SIAM J. Financial Math., 2014)

Convergence to Stable Laws in the Space D. - François Roueff; Philippe Soulier (J. Appl. Probab., 2015)

Maximum likelihood estimation of a low-order building model. - Tahar Nabil; Eric Moulines; François Roueff; Jean-Marc Jicquel; Alexandre Girard (EUSIPCO, 2016)

Nonparametric estimation of a shot-noise process. - Paul Ilhe; François Roueff; Eric Moulines; Antoine Souloumiac (SSP, 2016)

Identification of a thermal building model by learning the dynamics of the solar flux. - Tahar Nabil; François Roueff; Jean-Marc Jicquel; Alexandre Girard (MLSP, 2017)

Nonlinear Functional Output Regression: A Dictionary Approach. - Dimitri Bouche; Marianne Clausel; François Roueff; Florence d'Alché-Buc (AISTATS, 2021)

Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. - Amaury Durand; François Roueff; Jean-Marc Jicquel; Nicolas Paul (EUSIPCO, 2021)

Monotonic Alpha-divergence Minimisation. - Kamélia Daudel; Randal Douc; François Roueff (CoRR, 2021)

DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference. - Khalid Oublal; Saïd Ladjal; David Benhaiem; Emmanuel Le-borgne; François Roueff (UniReps, 2023)

Monotonic Alpha-divergence Minimisation for Variational Inference. - Kamélia Daudel; Randal Douc; François Roueff (J. Mach. Learn. Res., 2023)

Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal. - Anton Emelchenkov; Mathieu Fontaine 002; Yves Grenier; Hervé Mahé; François Roueff (EUSIPCO, 2024)

Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference. - Khalid Oublal; Saïd Ladjal; David Benhaiem; Emmanuel Le-borgne; François Roueff (ICLR, 2024)

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

Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound. - Kamélia Daudel; François Roueff (CoRR, 2024)

New Penalized Criteria for Smooth Non-Negative Tensor Factorization With Missing Entries. - Amaury Durand; François Roueff; Jean-Marc Jicquel; Nicolas Paul (IEEE Trans. Signal Process., 2024)