Yosra Marnissi

28 papers A* 1A 1B 2Misc 3Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learnable Adaptive Time-Frequency Representation via Differentiable Short-Time Fourier Transform.
CoRR
Maxime Leiber, Yosra Marnissi, Axel Barrau, Sylvain Meignen, Laurent Massoulié
2025 J jnl
Optimal Adaptive Time-Frequency Representation via Differentiable Short-Time Fourier Transform.
IEEE Trans. Signal Process.
Maxime Leiber, Yosra Marnissi, Axel Barrau, Sylvain Meignen, Laurent Massoulié
2024 A* conf
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation.
ICML
Yosra Marnissi, Maxime Leiber
2024 — conf
Aircraft Engines Performances Estimation from Multi-Point and Multi-Time Operational Data via Neural Networks.
CAI
Dong Quan Vu, Sébastien Razakarivony, Solène Thépaut, Guillaume Doquet, Yosra Marnissi, Michel Nocture
2024 — conf
Blind Identification of Mechanical Systems with Modulated Periodic Input Signals.
EUSIPCO
Nacer Yousfi, Karim Abed-Meraim, Mohamed El Badaoui, Yosra Marnissi
2024 Misc conf
Neural Network-Based Symbolic Regression for Empirical Modeling of the Behavior of a Planetary Gearbox.
ICASSP
Nacer Yousfi, Karim Abed-Meraim, Yosra Marnissi, Maxime Leiber, Mohamed El Badaoui
2023 — conf
A constrained Langevin-adapted Particle Filter for Aircraft Engines' Health Monitoring.
CAI
Dong Quan Vu, Yosra Marnissi, Sébastien Razakarivony, Michel Nocture
2023 Misc conf
Differentiable Adaptive Short-Time Fourier Transform with Respect to the Window Length.
ICASSP
Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui
2023 J jnl
Differentiable adaptive short-time Fourier transform with respect to the window length.
CoRR
Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui
2023 — conf
Differentiable short-time Fourier transform with respect to the hop length.
SSP
Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui
2023 J jnl
Differentiable short-time Fourier transform with respect to the hop length.
CoRR
Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui
2023 — conf
Eliminating External Factors with Variables Standardization for Monitoring Applications.
CAI
Maxime Leiber, Yosra Marnissi, Sébastien Razakarivony, Dong Quan Vu, Mohamed El Badaoui
2022 — conf
A differentiable short-time Fourier transform with respect to the window length.
EUSIPCO
Maxime Leiber, Axel Barrau, Yosra Marnissi, Dany Abboud
2022 J jnl
A differentiable short-time Fourier transform with respect to the window length.
CoRR
Maxime Leiber, Axel Barrau, Yosra Marnissi, Dany Abboud
2022 J jnl
Robust Spectral Peaks Detection in Vibration and Acoustic Signals.
IEEE Trans. Instrum. Meas.
Yasmine Hawwari, Jérôme Antoni, Hugo André, Yosra Marnissi, Dany Abboud, Mohamed El Badaoui
2022 A conf
Unsupervised Gear Monitoring using Deep Convolutional Auto-Encoders and K-Means : Application to Gotix Dataset.
ICCAD
Hind Kanj, Amani Raad, Dany Abboud, Yosra Marnissi
2020 J jnl
Majorize-Minimize Adapted Metropolis-Hastings Algorithm.
IEEE Trans. Signal Process.
Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2019 — conf
A Data Augmentation Approach for Sampling Gaussian Models in High Dimension.
EUSIPCO
Yosra Marnissi, Dany Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Mohamed El Badaoui, Amel Benazza-Benyahia
2018 J jnl
An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension.
Entropy
Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2017 J jnl
A Variational Bayesian Approach for Image Restoration - Application to Image Deblurring With Poisson-Gaussian Noise.
IEEE Trans. Computational Imaging
Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet
2017 — —
Bayesian methods for inverse problems in signal and image processing. (Méthodes bayésiennes pour la résolution des problèmes inverses de grande dimension en traitement du signal et des images).
Yosra Marnissi
2016 J jnl
A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise.
CoRR
Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet
2016 — conf
A primal-dual algorithm for data gathering based on matrix completion for Wireless Sensor Networks.
ICC
Mohamed Ali Moussa, Yosra Marnissi, Yacine Ghamri-Doudane
2016 — conf
An auxiliary variable method for Langevin based MCMC algorithms.
SSP
Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia
2016 Misc conf
Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise.
ICASSP
Yosra Marnissi, Yuling Zheng, Jean-Christophe Pesquet
2016 B conf
Matrix Completion with Convex Constraints for Data Gathering in Wireless Sensor Networks.
GLOBECOM
Mohamed Ali Moussa, Yosra Marnissi, Yacine Ghamri-Doudane
2014 — conf
Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery.
EUSIPCO
Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet
2013 B conf
Generalized multivariate exponential power prior for wavelet-based multichannel image restoration.
ICIP
Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet