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Yassine Zniyed
Yassine Zniyed
University of Toulon - LIS UMR CNRS 7020
Bestätigte E-Mail-Adresse bei univ-tln.fr - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A TT-based hierarchical framework for decomposing high-order tensors
Y Zniyed, R Boyer, ALF De Almeida, G Favier
SIAM Journal on Scientific Computing 42 (2), A822-A848, 2020
332020
High-order tensor estimation via trains of coupled third-order CP and Tucker decompositions
Y Zniyed, R Boyer, ALF De Almeida, G Favier
Linear Algebra and its Applications 588, 304-337, 2020
252020
High-order CPD estimation with dimensionality reduction using a tensor train model
Y Zniyed, R Boyer, ALF de Almeida, G Favier
2018 26th European Signal Processing Conference (EUSIPCO), 2613-2617, 2018
202018
Tensor methods for multisensor signal processing
S Miron, Y Zniyed, R Boyer, A Lima Ferrer de Almeida, G Favier, D Brie, ...
IET signal processing 14 (10), 693-709, 2020
182020
Tensor train representation of MIMO channels using the JIRAFE method
Y Zniyed, R Boyer, ALF De Almeida, G Favier
Signal Processing 171, 107479, 2020
122020
Multidimensional harmonic retrieval based on vandermonde tensor train
Y Zniyed, R Boyer, ALF de Almeida, G Favier
Signal Processing 163, 75-86, 2019
122019
Tensor-train modeling for MIMO-OFDM tensor coding-and-forwarding relay systems
Y Zniyed, R Boyer, ALF de Almeida, G Favier
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
112019
Learning nonlinearities in the decoupling problem with structured CPD
Y Zniyed, K Usevich, S Miron, D Brie
IFAC-PapersOnLine 54 (7), 685-690, 2021
62021
Uniqueness of tensor train decomposition with linear dependencies
Y Zniyed, S Miron, R Boyer, D Brie
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
52019
Low-rank tensor decompositions for quaternion multiway arrays
O Imhogiemhe, J Flamant, X Luciani, Y Zniyed, S Miron
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
A tensor-based approach for training flexible neural networks
Y Zniyed, K Usevich, S Miron, D Brie
2021 55th Asilomar Conference on Signals, Systems, and Computers, 1673-1677, 2021
32021
Tensor-based framework for training flexible neural networks
Y Zniyed, K Usevich, S Miron, D Brie
arXiv preprint arXiv:2106.13542, 2021
32021
Breaking the curse of dimensionality based on tensor train: models and algorithms
Y Zniyed
Paris-Saclay, 2019
32019
Tensor-based two-layer decoupling of multivariate polynomial maps
K Usevich, Y Zniyed, M Ishteva, P Dreesen, ALF de Almeida
2023 31st European Signal Processing Conference (EUSIPCO), 655-659, 2023
22023
Breaking the curse of dimensionality for coupled matrix-tensor factorization
A Boudehane, Y Zniyed, A Tenenhaus, L Le Brusquet, R Boyer
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
22019
Enhanced network compression through tensor decompositions and pruning
VT Pham, Y Zniyed, TP Nguyen
IEEE Transactions on Neural Networks and Learning Systems, 2024
12024
Tucker Decomposition Based on a Tensor Train of Coupled and Constrained CP Cores
M Giraud, V Itier, R Boyer, Y Zniyed, ALF de Almeida
IEEE Signal Processing Letters, 2023
12023
Two-layer decoupling of multivariate polynomials with coupled ParaTuck and CP decompositions
K Usevich, Y Zniyed, M Ishteva, P Dreesen, ALF de Almeida
12023
Hybrid network compression through tensor decompositions and pruning
Y Zniyed, TP Nguyen
32nd European Signal Processing Conference, EUSIPCO 2024, 2024
2024
Efficient tensor decomposition-based filter pruning
VT Pham, Y Zniyed, TP Nguyen
Neural Networks, 2024
2024
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