Yassine Zniyed

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Dimensionality Reduction

Tensor Decomposition

Top Venues

Signal Process.

IEEE Signal Process. Lett.

Publications

Van-Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen
Efficient tensor decomposition-based filter pruning. Neural Networks 178 (2024)
Maxence Giraud, Vincent Itier, Rémy Boyer, Yassine Zniyed, André L. F. de Almeida
Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores. IEEE Signal Process. Lett. 30 (2023)
Osimone Imhogiemhe, Julien Flamant, Xavier Luciani, Yassine Zniyed, Sebastian Miron
Low-Rank Tensor Decompositions for Quaternion Multiway Arrays. ICASSP (2023)
Konstantin Usevich, Yassine Zniyed, Mariya Ishteva, Philippe Dreesen, André L. F. de Almeida
Tensor-Based Two-Layer Decoupling of Multivariate Polynomial Maps. EUSIPCO (2023)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
Tensor-based framework for training flexible neural networks. CoRR (2021)
Yassine Zniyed, Konstantin Usevich, Sebastian Miron, David Brie
A tensor-based approach for training flexible neural networks. ACSCC (2021)
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
A TT-Based Hierarchical Framework for Decomposing High-Order Tensors. SIAM J. Sci. Comput. 42 (2) (2020)
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
Tensor train representation of MIMO channels using the JIRAFE method. Signal Process. 171 (2020)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
Dictionary-Based Tensor-Train Sparse Coding. EUSIPCO (2020)
Sebastian Miron, Yassine Zniyed, Rémy Boyer, André Lima Férrer de Almeida, Gérard Favier, David Brie, Pierre Comon
Tensor methods for multisensor signal processing. IET Signal Process. 14 (10) (2020)
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems. EUSIPCO (2019)
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
Multidimensional harmonic retrieval based on Vandermonde tensor train. Signal Process. 163 (2019)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. CAMSAP (2019)
Yassine Zniyed, Sebastian Miron, Rémy Boyer, David Brie
Uniqueness of Tensor Train Decomposition with Linear Dependencies. CAMSAP (2019)
Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier
High-Order CPD Estimation with Dimensionality Reduction Using a Tensor Train Model. EUSIPCO (2018)