Petr Tichavský

Ondrej Straka

Jindrich Duník

IEEE Trans. Signal Process., 2023

Tensor Chain Decomposition and Function Interpolation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2022

Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures - Algorithms.

[BibT_eX]

[DOI]

Václav Kautský

IEEE Trans. Signal Process., 2022

How to Train Unstable Looped Tensor Network.

[BibT_eX]

[DOI]

CoRR, 2022

Point-Mass Filter with Decomposition of Transient Density.

[BibT_eX]

[DOI]

Ondrej Straka

Jindrich Duník

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Characterization of Decomposition of Matrix Multiplication Tensors.

[BibT_eX]

[DOI]

CoRR, 2021

Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Performance Bounds for Complex-Valued Independent Vector Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction, Question of Convergence.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Sensitivity in Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Performance Bound for Blind Extraction of Non-gaussian Complex-valued Vector Component from Gaussian Background.

[BibT_eX]

[DOI]

Václav Kautský

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction.

[BibT_eX]

[DOI]

CoRR, 2018

Representations of Bayesian networks by low-rank models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICA.

[BibT_eX]

[DOI]

Nobutaka Ono

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Non-orthogonal tensor diagonalization.

[BibT_eX]

[DOI]

Signal Process., 2017

Numerical CP decomposition of some difficult tensors.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2017

Error Preserving Correction for CPD and Bounded-Norm CPD.

[BibT_eX]

[DOI]

CoRR, 2017

Best Rank-One Tensor Approximation and Parallel Update Algorithm for CPD.

[BibT_eX]

[DOI]

CoRR, 2017

Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Adaptive Blind Separation of Instantaneous Linear Mixtures of Independent Sources.

[BibT_eX]

[DOI]

Ondrej Sembera

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Orthogonally constrained independent component extraction: Blind MPDR beamforming.

[BibT_eX]

[DOI]

Vaclav Kautsky

Proceedings of the 25th European Signal Processing Conference, 2017

Under-Determined tensor diagonalization for decomposition of difficult tensors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Cramér-Rao-Induced bound for interference-to-signal ratio achievable through non-Gaussian independent component extraction.

[BibT_eX]

[DOI]

Vaclav Kautsky

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition.

[BibT_eX]

[DOI]

CoRR, 2016

Blind separation of underdetermined linear mixtures based on source nonstationarity and AR(1) modeling.

[BibT_eX]

[DOI]

Ondrej Sembera

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Extension of the semi-algebraic framework for approximate CP decompositions via non-symmetric simultaneous matrix diagonalization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Frequency-domain blind speech separation using incomplete de-mixing transform.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting.

[BibT_eX]

[DOI]

CoRR, 2015

Low rank tensor deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Blind Separation of Mixtures of Piecewise AR(1) Processes and Model Mismatch.

[BibT_eX]

[DOI]

Ondrej Sembera

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Rank Splitting for CANDECOMP/PARAFAC.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Improving Relative Transfer Function Estimates Using Second-Order Cone Programming.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Two-sided diagonalization of order-three tensors.

[BibT_eX]

[DOI]

Andrzej S. Cichocki

Proceedings of the 23rd European Signal Processing Conference, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Joint Matrices Decompositions and Blind Source Separation: A survey of methods, identification, and applications.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Probabilistic inference with noisy-threshold models based on a CP tensor decomposition.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

On tensor rank of conditional probability tables in Bayesian networks.

[BibT_eX]

[DOI]

CoRR, 2014

Tensor diagonalization - a new tool for PARAFAC and block-term decomposition.

[BibT_eX]

[DOI]

CoRR, 2014

An Approximate Tensor-Based Inference Method Applied to the Game of Minesweeper.

[BibT_eX]

[DOI]

Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

On semi-blind estimation of echo paths during double-talk based on nonstationarity.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Deflation method for CANDECOMP/PARAFAC tensor decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

On Fast algorithms for orthogonal Tucker decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

A homotopy recursive-in-model-order algorithm for weighted Lasso.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Cramér-Rao-Induced Bounds for CANDECOMP/PARAFAC Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Semi-Blind Noise Extraction Using Partially Known Position of the Target Source.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2013

A Two-Stage MMSE Beamformer for Underdetermined Signal Separation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2013

Probabilistic Inference in BN2T Models by Weighted Model Counting.

[BibT_eX]

[DOI]

Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

Informed generalized sidelobe canceler utilizing sparsity of speech signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

From basis components to complex structural patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Tensor completion throughmultiple Kronecker product decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Noise reduction in dual-microphone mobile phones using a bank of pre-measured target-cancellation filters.

[BibT_eX]

[DOI]

David Botka

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms

[BibT_eX]

[DOI]

CoRR, 2012

Low-rank blind nonnegative matrix deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On Computation of Approximate Joint Block-Diagonalization Using Ordinary AJD.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Semi-blind Source Separation Based on ICA and Overlapped Speech Detection.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Algorithms for nonorthogonal approximate joint block-diagonalization.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

A treatment of EEG data by underdetermined blind source separation for motor imagery classification.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Weight Adjusted Tensor Method for Blind Separation of Underdetermined Mixtures of Nonstationary Sources.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Time-Domain Blind Separation of Audio Sources on the Basis of a Complete ICA Decomposition of an Observation Space.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Fast and accurate methods of independent component analysis: A Survey.

[BibT_eX]

[DOI]

Kybernetika, 2011

Blind Speech Separation in Time-Domain Using Block-Toeplitz Structure of Reconstructed Signal Matrices.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Stability of CANDECOMP-PARAFAC tensor decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

General chair's message.

[BibT_eX]

[DOI]

Honza Cernocký

Ales Procházka

Proceedings of the IEEE International Conference on Acoustics, 2011

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Automatic Removal of Sparse Artifacts in Electroencephalogram.

[BibT_eX]

Miroslav Zima

Vladimir Krajca

Proceedings of the BIOSIGNALS 2011, 2011

2010

Simultaneous search for all modes in multilinear models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Adaptive Time-Domain Blind Separation of Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Subband Blind Audio Source Separation Using a Time-Domain Algorithm and Tree-Structured QMF Filter Bank.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Time-Domain Blind Audio Source Separation Method Producing Separating Filters of Generalized Feedforward Structure.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Fast Approximate Joint Diagonalization Incorporating Weight Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Blind separation of piecewise stationary non-Gaussian sources.

[BibT_eX]

[DOI]

Signal Process., 2009

A fast asymptotically efficient algorithm for blind separation of a linear mixture of block-wise stationary autoregressive processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Comparison of independent component and independent subspace analysis algorithms.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Corrections to "Performance Analysis of the FastICA Algorithm and CramÉr-Rao Bounds for Linear Independent Component Analysis".

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

A Hybrid Technique for Blind Separation of Non-Gaussian and Time-Correlated Sources Using a Multicomponent Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

A fast approximate joint diagonalization algorithm using a criterion with a block diagonal weight matrix.

[BibT_eX]

[DOI]

Jan Nielsen

Proceedings of the IEEE International Conference on Acoustics, 2008

Extension of EFICA algorithm for blind separation of piecewise stationary non Gaussian sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Cramér-Rao-Induced Bound for Blind Separation of Stationary Parametric Gaussian Sources.

[BibT_eX]

[DOI]

Eran Doron

IEEE Signal Process. Lett., 2007

Time-domain blind audio source separation using advanced ICA methods.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Speed and Accuracy Enhancement of Linear ICA Techniques Using Rational Nonlinear Functions.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

A fast algorithm for blind separation of non-Gaussian and time-correlated signals.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

New pre-processing technique to enhance single-user-type DS-CDMA detectors in "blind" space-time rake receivers.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2006

Performance analysis of the FastICA algorithm and Cramér-rao bounds for linear independent component analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

Methods of Fair Comparison of Performance of Linear ICA Techniques in Presence of Additive Noise.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Blind signal separation by combining two ICA algorithms: HOS-based EFICA and time structure-based WASOBI.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

A computationally affordable implementation of an asymptotically optimal BSS algorithm for ar sources.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Analytical derivation of finite-data-record performance of Wong-Lok-Lehnert-Zoltowski's DS-CDMA "Blind" space-time receiver.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

Cramer-Rao lower bound for linear independent component analysis.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Quasi-fluid-mechanics-based quasi-Bayesian Crame'r-Rao bounds for deformed towed-array direction finding.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

Optimal pairing of signal components separated by blind techniques.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2004

2003

Finite-data-record performance/breakdown analysis of the "blind" space-time DS-CDMA RAKE-receiver of Wong-Lok-Lehnert-Zoltowski.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2003

A reduced-complexity "blind" space-frequency algorithm for peer-to-peer MFSK-FFH-CDMA detection & co-channel interference suppression.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2003

2002

New fluid-mechanics-based statistical models of a nominally linear towed-array's shape deformation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Near-field/far-field azimuth and elevation angle estimation using a single vector hydrophone.

[BibT_eX]

[DOI]

Michael D. Zoltowski

IEEE Trans. Signal Process., 2001

Filtering, predictive, and smoothing Cramér-Rao bounds for discrete-time nonlinear dynamic systems.

[BibT_eX]

[DOI]

Miroslav Simandl

Jakub Královec

Autom., 2001

2000

Estimation and smoothing of instantaneous frequency of noisy narrow band signals.

[BibT_eX]

[DOI]

Proceedings of the 10th European Signal Processing Conference, 2000

1999

Multicomponent polynomial phase signal analysis using a tracking algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1999

Cross-product algorithms for source tracking using an EM vector sensor.

[BibT_eX]

[DOI]

Arye Nehorai

IEEE Trans. Signal Process., 1999

1998

Posterior Cramer-Rao bounds for discrete-time nonlinear filtering.

[BibT_eX]

[DOI]

Carlos H. Muravchik

Arye Nehorai

IEEE Trans. Signal Process., 1998

Strong ergodicity conditions for the nth-order moment (cumulant) of multiple sinusoids.

[BibT_eX]

[DOI]

Ananthram Swami

Signal Process., 1998

Detection of influential points by convex hull volume minimization.

[BibT_eX]

[DOI]

Pavel Bocek

Kybernetika, 1998

1997

Comparative study of four adaptive frequency trackers.

[BibT_eX]

[DOI]

Arye Nehorai

IEEE Trans. Signal Process., 1997

Frequency rate estimation at high SNR.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1997

Recursive estimation of frequencies and frequency rates of multiple cisoids in noise.

[BibT_eX]

[DOI]

Signal Process., 1997

Asymptotic noise gain of polynomial predictors.

[BibT_eX]

[DOI]

Signal Process., 1997

Recursive estimation of linearly or harmonically modulated frequencies of multiple cisoids in noise.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Extension of a hyperstable adaptive line enhancer for tracking of multiple cisoids.

[BibT_eX]

[DOI]

Mukund Padmanabhan

Proceedings of the 8th European Signal Processing Conference, 1996

1995

Statistical characterization of sample fourth-order cumulants of a noisy complex sinusoidal process.

[BibT_eX]

[DOI]

Ananthram Swami

IEEE Trans. Signal Process., 1995

Two algorithms for adaptive retrieval of slowly time-varying multiple cisoids in noise.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1995

Posterior Cramer-Rao bound for adaptive harmonic retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1995

1993

High-SNR asymptotics for signal-subspace methods in sinusoidal frequency estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1993

Efficient tracking of multiple sinusoids with slowly varying parameters.

[BibT_eX]

[DOI]

Peter Handel

Proceedings of the IEEE International Conference on Acoustics, 1993

1988

Estimating the angles of arrival of multiple plane waves. The statistical performance of the music and the minimum norm algorithms.

[BibT_eX]

[DOI]