Yosra Marnissi

According to our database, Yosra Marnissi authored at least 20 papers between 2013 and 2024.

Collaborative distances:

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

2024

A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation.

Yosra Marnissi, Maxime Leiber

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Neural Network-Based Symbolic Regression for Empirical Modeling of the Behavior of a Planetary Gearbox.

Nacer Yousfi, Karim Abed-Meraim, Yosra Marnissi, Maxime Leiber, Mohamed El Badaoui

Proceedings of the IEEE International Conference on Acoustics, 2024

Blind Identification of Mechanical Systems with Modulated Periodic Input Signals.

Nacer Yousfi, Karim Abed-Meraim, Mohamed El Badaoui, Yosra Marnissi

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Differentiable short-time Fourier transform with respect to the hop length.

Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Differentiable Adaptive Short-Time Fourier Transform with Respect to the Window Length.

Maxime Leiber, Yosra Marnissi, Axel Barrau, Mohamed El Badaoui

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Robust Spectral Peaks Detection in Vibration and Acoustic Signals.

Yasmine Hawwari, Jérôme Antoni, Hugo André, Yosra Marnissi, Dany Abboud, Mohamed El Badaoui

IEEE Trans. Instrum. Meas., 2022

Unsupervised Gear Monitoring using Deep Convolutional Auto-Encoders and K-Means : Application to Gotix Dataset.

Hind Kanj, Amani Raad, Dany Abboud, Yosra Marnissi

Proceedings of the International Conference on Control, Automation and Diagnosis, 2022

A differentiable short-time Fourier transform with respect to the window length.

Maxime Leiber, Axel Barrau, Yosra Marnissi, Dany Abboud

Proceedings of the 30th European Signal Processing Conference, 2022

2020

Majorize-Minimize Adapted Metropolis-Hastings Algorithm.

Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet

IEEE Trans. Signal Process., 2020

2019

A Data Augmentation Approach for Sampling Gaussian Models in High Dimension.

Yosra Marnissi, Dany Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Mohamed El Badaoui, Amel Benazza-Benyahia

Proceedings of the 27th European Signal Processing Conference, 2019

2018

An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension.

Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet

Entropy, 2018

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

PhD thesis, 2017

A Variational Bayesian Approach for Image Restoration - Application to Image Deblurring With Poisson-Gaussian Noise.

Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet

IEEE Trans. Computational Imaging, 2017

2016

A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise.

Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet

CoRR, 2016

An auxiliary variable method for Langevin based MCMC algorithms.

Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

A primal-dual algorithm for data gathering based on matrix completion for Wireless Sensor Networks.

Mohamed Ali Moussa, Yosra Marnissi, Yacine Ghamri-Doudane

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise.

Yosra Marnissi, Yuling Zheng, Jean-Christophe Pesquet

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Matrix Completion with Convex Constraints for Data Gathering in Wireless Sensor Networks.

Mohamed Ali Moussa, Yosra Marnissi, Yacine Ghamri-Doudane

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2014

Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery.

Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Generalized multivariate exponential power prior for wavelet-based multichannel image restoration.

Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet

Proceedings of the IEEE International Conference on Image Processing, 2013