List of works - Petr Tichavský

A Two-Stage MMSE Beamformer for Underdetermined Signal Separation

A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition

CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping

Damped Gauss-Newton algorithm for nonnegative Tucker decomposition

Deflation method for CANDECOMP/PARAFAC tensor decomposition

Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound

scientific article published in March 2019

Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations

scholarly article by Anh-Huy Phan et al published October 2013 in IEEE Transactions on Signal Processing

Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization

From basis components to complex structural patterns

Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions

scientific article published in April 2021

Low rank tensor deconvolution

Low-rank blind nonnegative matrix deconvolution

On Fast algorithms for orthogonal Tucker decomposition

scholarly article published May 2014

Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition

article by Petr Tichavsky et al published July 2016 in IEEE Signal Processing Letters

Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition

Sensitivity in Tensor Decomposition

scientific article published in November 2019

Sparse reconstruction of incomplete relative transfer function: Discrete and continuous time domain

journal article from '2015 23rd European Signal Processing Conference, EUSIPCO 2015' published in 2015

Tensor Deflation for CANDECOMP/PARAFAC— Part I: Alternating Subspace Update Algorithm

Tensor Deflation for CANDECOMP/PARAFAC— Part II: Initialization and Error Analysis

Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation

scientific article published on 05 February 2020

List of works by Petr Tichavský