François Roueff

According to our database, François Roueff authored at least 25 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound.

Kamélia Daudel, François Roueff

CoRR, 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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal.

Anton Emelchenkov, Mathieu Fontaine, Yves Grenier, Hervé Mahé, François Roueff

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Monotonic Alpha-divergence Minimisation for Variational Inference.

Kamélia Daudel, Randal Douc, François Roueff

J. Mach. Learn. Res., 2023

DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference.

Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

2021

Monotonic Alpha-divergence Minimisation.

Kamélia Daudel, Randal Douc, François Roueff

CoRR, 2021

Smooth nonnegative tensor factorization for multi-sites electrical load monitoring.

Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul

Proceedings of the 29th European Signal Processing Conference, 2021

Nonlinear Functional Output Regression: A Dictionary Approach.

Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2017

Identification of a thermal building model by learning the dynamics of the solar flux.

Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

2016

Nonparametric estimation of a shot-noise process.

Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Maximum likelihood estimation of a low-order building model.

Tahar Nabil, Eric Moulines, François Roueff, Jean-Marc Jicquel, Alexandre Girard

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Convergence to Stable Laws in the Space <i>D</i>.

François Roueff, Philippe Soulier

J. Appl. Probab., 2015

2014

Modelling Bid and Ask Prices Using Constrained Hawkes Processes: Ergodicity and Scaling Limit.

Ban Zheng, François Roueff, Frédéric Abergel

SIAM J. Financial Math., 2014

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

Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks.

Pascal Bianchi, Jérémie Jakubowicz, François Roueff

IEEE Trans. Signal Process., 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

A Data-Mining Approach to Travel Price Forecasting.

Till Wohlfarth, Stéphan Clémençon, François Roueff, Xavier Casellato

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors

Pascal Bianchi, Jérémie Jakubowicz, François Roueff

CoRR, 2010

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

On the error exponents for detecting randomly sampled noisy diffusion processes.

Walid Hachem, Eric Moulines, Jamal Najim, François Roueff

Proceedings of the IEEE International Conference on Acoustics, 2009

2007

Statistical Pileup Correction Method for HPGe Detectors.

Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines

IEEE Trans. Signal Process., 2007

Modeling Occlusion and Scaling in Natural Images.

Yann Gousseau, François Roueff

Multiscale Model. Simul., 2007

2006

Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction.

Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A geometrical a priori for capturing the regularity of images.

Yann Gousseau, François Roueff

Proceedings of the 13th European Signal Processing Conference, 2005