Yassine Zniyed

According to our database, Yassine Zniyed authored at least 18 papers between 2018 and 2025.

Collaborative distances:

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

2025

A stochastic algorithm for the ParaTuck decomposition.

Yassine Zniyed, André L. F. de Almeida

Digit. Signal Process., 2025

2024

Efficient tensor decomposition-based filter pruning.

Van-Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen

Neural Networks, 2024

Hybrid Network Compression through Tensor Decompositions and Pruning.

Van-Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores.

Maxence Giraud, Vincent Itier, Rémy Boyer, Yassine Zniyed, André L. F. de Almeida

IEEE Signal Process. Lett., 2023

Low-Rank Tensor Decompositions for Quaternion Multiway Arrays.

Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed, Sebastian Miron

Proceedings of the IEEE International Conference on Acoustics, 2023

Tensor-Based Two-Layer Decoupling of Multivariate Polynomial Maps.

Konstantin Usevich, Yassine Zniyed, Mariya Ishteva, Philippe Dreesen, André L. F. de Almeida

Proceedings of the 31st European Signal Processing Conference, 2023

2021

Tensor-based framework for training flexible neural networks.

Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie

CoRR, 2021

A tensor-based approach for training flexible neural networks.

Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Tensor train representation of MIMO channels using the JIRAFE method.

Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier

Signal Process., 2020

A TT-Based Hierarchical Framework for Decomposing High-Order Tensors.

Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier

SIAM J. Sci. Comput., 2020

Tensor methods for multisensor signal processing.

Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon

IET Signal Process., 2020

Dictionary-Based Tensor-Train Sparse Coding.

Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Breaking the curse of dimensionality based on tensor train : models and algorithms. (Gérer le fleau de la dimension à l'aide des trains de tenseurs : modèles et algorithmes).

Yassine Zniyed

PhD thesis, 2019

Multidimensional harmonic retrieval based on Vandermonde tensor train.

Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier

Signal Process., 2019

Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems.

Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier

Proceedings of the 27th European Signal Processing Conference, 2019

Uniqueness of Tensor Train Decomposition with Linear Dependencies.

Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization.

Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

High-Order CPD Estimation with Dimensionality Reduction Using a Tensor Train Model.

Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier

Proceedings of the 26th European Signal Processing Conference, 2018