Petr Tichavský
Orcid: 0000-0003-0621-4766
According to our database1,
Petr Tichavský
authored at least 134 papers
between 1988 and 2024.
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Bibliography
2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
IEEE Trans. Signal Process., 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
2022
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component From Nonstationary Mixtures - Algorithms.
IEEE Trans. Signal Process., 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Dynamic Independent Component/Vector Analysis: Time-Variant Linear Mixtures Separable by Time-Invariant Beamformers.
IEEE Trans. Signal Process., 2021
IEEE J. Sel. Top. Signal Process., 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Signal Process., 2020
Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models.
IEEE Trans. Signal Process., 2020
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
IEEE Trans. Signal Process., 2019
Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction, Question of Convergence.
IEEE Trans. Signal Process., 2019
Performance Bound for Blind Extraction of Non-gaussian Complex-valued Vector Component from Gaussian Background.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction.
CoRR, 2018
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICA.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
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.
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.
IEEE Signal Process. Lett., 2016
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition.
CoRR, 2016
Blind separation of underdetermined linear mixtures based on source nonstationarity and AR(1) modeling.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition.
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.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Trans. Signal Process., 2015
Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm.
IEEE Trans. Signal Process., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Sparse reconstruction of incomplete relative transfer function: Discrete and continuous time domain.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Joint Matrices Decompositions and Blind Source Separation: A survey of methods, identification, and applications.
IEEE Signal Process. Mag., 2014
Probabilistic inference with noisy-threshold models based on a CP tensor decomposition.
Int. J. Approx. Reason., 2014
CoRR, 2014
Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Signal Process., 2013
Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations.
IEEE Trans. Signal Process., 2013
IEEE Trans. Speech Audio Process., 2013
IEEE Signal Process. Lett., 2013
SIAM J. Matrix Anal. Appl., 2013
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013
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.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
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.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
A treatment of EEG data by underdetermined blind source separation for motor imagery classification.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Weight Adjusted Tensor Method for Blind Separation of Underdetermined Mixtures of Nonstationary Sources.
IEEE Trans. Signal Process., 2011
Time-Domain Blind Separation of Audio Sources on the Basis of a Complete ICA Decomposition of an Observation Space.
IEEE Trans. Speech Audio Process., 2011
Kybernetika, 2011
Blind Speech Separation in Time-Domain Using Block-Toeplitz Structure of Reconstructed Signal Matrices.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Automatic Removal of Sparse Artifacts in Electroencephalogram.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Proceedings of the IEEE International Conference on Acoustics, 2010
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.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Time-Domain Blind Audio Source Separation Method Producing Separating Filters of Generalized Feedforward Structure.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
2009
IEEE Trans. Signal Process., 2009
A fast asymptotically efficient algorithm for blind separation of a linear mixture of block-wise stationary autoregressive processes.
Proceedings of the IEEE International Conference on Acoustics, 2009
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".
IEEE Trans. Signal Process., 2008
A Hybrid Technique for Blind Separation of Non-Gaussian and Time-Correlated Sources Using a Multicomponent Approach.
IEEE Trans. Neural Networks, 2008
A fast approximate joint diagonalization algorithm using a criterion with a block diagonal weight matrix.
Proceedings of the IEEE International Conference on Acoustics, 2008
Extension of EFICA algorithm for blind separation of piecewise stationary non Gaussian sources.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Cramér-Rao-Induced Bound for Blind Separation of Stationary Parametric Gaussian Sources.
IEEE Signal Process. Lett., 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Speed and Accuracy Enhancement of Linear ICA Techniques Using Rational Nonlinear Functions.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
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.
IEEE Trans. Wirel. Commun., 2006
Performance analysis of the FastICA algorithm and Cramér-rao bounds for linear independent component analysis.
IEEE Trans. Signal Process., 2006
Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound.
IEEE Trans. Neural Networks, 2006
Methods of Fair Comparison of Performance of Linear ICA Techniques in Presence of Additive Noise.
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.
Proceedings of the 14th European Signal Processing Conference, 2006
A computationally affordable implementation of an asymptotically optimal BSS algorithm for ar sources.
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.
IEEE Trans. Signal Process., 2005
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.
IEEE Trans. Signal Process., 2004
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.
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.
Proceedings of the Global Telecommunications Conference, 2003
2002
New fluid-mechanics-based statistical models of a nominally linear towed-array's shape deformation.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Near-field/far-field azimuth and elevation angle estimation using a single vector hydrophone.
IEEE Trans. Signal Process., 2001
Filtering, predictive, and smoothing Cramér-Rao bounds for discrete-time nonlinear dynamic systems.
Autom., 2001
2000
Proceedings of the 10th European Signal Processing Conference, 2000
1999
IEEE Trans. Signal Process., 1999
IEEE Trans. Signal Process., 1999
1998
IEEE Trans. Signal Process., 1998
Strong ergodicity conditions for the nth-order moment (cumulant) of multiple sinusoids.
Signal Process., 1998
Kybernetika, 1998
1997
IEEE Trans. Signal Process., 1997
Recursive estimation of frequencies and frequency rates of multiple cisoids in noise.
Signal Process., 1997
Recursive estimation of linearly or harmonically modulated frequencies of multiple cisoids in noise.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Proceedings of the 8th European Signal Processing Conference, 1996
1995
Statistical characterization of sample fourth-order cumulants of a noisy complex sinusoidal process.
IEEE Trans. Signal Process., 1995
Two algorithms for adaptive retrieval of slowly time-varying multiple cisoids in noise.
IEEE Trans. Signal Process., 1995
IEEE Trans. Signal Process., 1995
1993
IEEE Trans. Signal Process., 1993
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.
Kybernetika, 1988