François Roueff

27 papers A* 2A 1Misc 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2024 A* conf
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families.
NeurIPS
François Bertholom, Randal Douc, François Roueff
2024 A* conf
Disentangling Time Series Representations via Contrastive Independence-of-Support on l-Variational Inference.
ICLR
Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff
2024 J jnl
Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound.
CoRR
Kamélia Daudel, François Roueff
2024 — conf
Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal.
EUSIPCO
Anton Emelchenkov, Mathieu Fontaine, Yves Grenier, Hervé Mahé, François Roueff
2024 J jnl
New Penalized Criteria for Smooth Non-Negative Tensor Factorization With Missing Entries.
IEEE Trans. Signal Process.
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
2023 — conf
DisCoV: Disentangling Time Series Representations via Contrastive based l-Variational Inference.
UniReps
Khalid Oublal, Saïd Ladjal, David Benhaiem, Emmanuel Le-borgne, François Roueff
2023 J jnl
Monotonic Alpha-divergence Minimisation for Variational Inference.
J. Mach. Learn. Res.
Kamélia Daudel, Randal Douc, François Roueff
2021 J jnl
Monotonic Alpha-divergence Minimisation.
CoRR
Kamélia Daudel, Randal Douc, François Roueff
2021 A conf
Nonlinear Functional Output Regression: A Dictionary Approach.
AISTATS
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
2021 — conf
Smooth nonnegative tensor factorization for multi-sites electrical load monitoring.
EUSIPCO
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul
2020 J jnl
Nonlinear Functional Output Regression: a Dictionary Approach.
CoRR
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
2017 — conf
Identification of a thermal building model by learning the dynamics of the solar flux.
MLSP
Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard
2016 — conf
Maximum likelihood estimation of a low-order building model.
EUSIPCO
Tahar Nabil, Eric Moulines, François Roueff, Jean-Marc Jicquel, Alexandre Girard
2016 — conf
Nonparametric estimation of a shot-noise process.
SSP
Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac
2015 J jnl
Convergence to Stable Laws in the Space
J. Appl. Probab.
François Roueff, Philippe Soulier
2014 J jnl
Modelling Bid and Ask Prices Using Constrained Hawkes Processes: Ergodicity and Scaling Limit.
SIAM J. Financial Math.
Ban Zheng, François Roueff, Frédéric Abergel
2011 — conf
A Data-Mining Approach to Travel Price Forecasting.
ICMLA (1)
Till Wohlfarth, Stéphan Clémençon, François Roueff, Xavier Casellato
2011 J jnl
Error Exponents for Neyman-Pearson Detection of a Continuous-Time Gaussian Markov Process From Regular or Irregular Samples.
IEEE Trans. Inf. Theory
Walid Hachem, Eric Moulines, François Roueff
2011 J jnl
Inference of a Generalized Long Memory Process in the Wavelet Domain.
IEEE Trans. Signal Process.
Olaf Kouamo, Maurice Charbit, Eric Moulines, François Roueff
2011 J jnl
Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks.
IEEE Trans. Signal Process.
Pascal Bianchi, Jérémie Jakubowicz, François Roueff
2010 J jnl
Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors
CoRR
Pascal Bianchi, Jérémie Jakubowicz, François Roueff
2009 J jnl
Error exponents for Neyman-Pearson detection of a continuous-time Gaussian Markov process from noisy irregular samples
CoRR
Walid Hachem, Eric Moulines, François Roueff
2009 Misc conf
On the error exponents for detecting randomly sampled noisy diffusion processes.
ICASSP
Walid Hachem, Eric Moulines, Jamal Najim, François Roueff
2007 J jnl
Modeling Occlusion and Scaling in Natural Images.
Multiscale Model. Simul.
Yann Gousseau, François Roueff
2007 J jnl
Statistical Pileup Correction Method for HPGe Detectors.
IEEE Trans. Signal Process.
Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines
2006 — conf
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction.
ICASSP (3)
Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu
2005 — conf
A geometrical a priori for capturing the regularity of images.
EUSIPCO
Yann Gousseau, François Roueff