Yassine Zniyed

24 papers Misc 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coupled Tensor Decomposition for Compact Network Representation.
IEEE Trans. Neural Networks Learn. Syst.
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
2026 J jnl
Multilinear Analysis of Quaternion Arrays: Theory and Computation.
SIAM J. Matrix Anal. Appl.
Julien Flamant, Xavier Luciani, Sebastian Miron, Yassine Zniyed
2026 J jnl
Tensor decompositions for signal processing: Theory, advances, and applications.
Signal Process.
Neriman Tokcan, Shakir Showkat Sofi, Van Tien Pham, Clémence Prévost, Sofiane Kharbech, Baptiste Magnier, Thanh Phuong Nguyen, Yassine Zniyed, Lieven De Lathauwer
2025 J jnl
A stochastic algorithm for the ParaTuck decomposition.
Digit. Signal Process.
Yassine Zniyed, André L. F. de Almeida
2025 J jnl
Enhanced Network Compression Through Tensor Decompositions and Pruning.
IEEE Trans. Neural Networks Learn. Syst.
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
2025 J jnl
Singular values-driven automated filter pruning.
Neural Networks
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
2024 J jnl
Efficient tensor decomposition-based filter pruning.
Neural Networks
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
2024 — conf
Hybrid Network Compression through Tensor Decompositions and Pruning.
EUSIPCO
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
2024 J jnl
Multilinear analysis of quaternion arrays: theory and computation.
CoRR
Julien Flamant, Xavier Luciani, Sebastian Miron, Yassine Zniyed
2023 Misc conf
Low-Rank Tensor Decompositions for Quaternion Multiway Arrays.
ICASSP
Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed, Sebastian Miron
2023 — conf
Tensor-Based Two-Layer Decoupling of Multivariate Polynomial Maps.
EUSIPCO
Konstantin Usevich, Yassine Zniyed, Mariya Ishteva, Philippe Dreesen, André L. F. de Almeida
2023 J jnl
Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores.
IEEE Signal Process. Lett.
Maxence Giraud, Vincent Itier, Rémy Boyer, Yassine Zniyed, André L. F. de Almeida
2021 — conf
A tensor-based approach for training flexible neural networks.
ACSCC
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
2021 J jnl
Tensor-based framework for training flexible neural networks.
CoRR
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
2020 J jnl
A TT-Based Hierarchical Framework for Decomposing High-Order Tensors.
SIAM J. Sci. Comput.
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
2020 — conf
Dictionary-Based Tensor-Train Sparse Coding.
EUSIPCO
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
2020 J jnl
Tensor methods for multisensor signal processing.
IET Signal Process.
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
2020 J jnl
Tensor train representation of MIMO channels using the JIRAFE method.
Signal Process.
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
2019 — conf
Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization.
CAMSAP
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
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
2019 J jnl
Multidimensional harmonic retrieval based on Vandermonde tensor train.
Signal Process.
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
2019 — conf
Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems.
EUSIPCO
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
2019 — conf
Uniqueness of Tensor Train Decomposition with Linear Dependencies.
CAMSAP
Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie
2018 — conf
High-Order CPD Estimation with Dimensionality Reduction Using a Tensor Train Model.
EUSIPCO
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier