Anatoli Torokhti

Orcid: 0000-0002-8337-4678

According to our database1, Anatoli Torokhti authored at least 41 papers between 1996 and 2024.

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Bibliography

2024
Fast random vector transforms in terms of pseudo-inverse within the Wiener filtering paradigm.
J. Comput. Appl. Math., 2024

2023
Optimal estimation of distributed highly noisy signals within KLT-Wiener archetype.
Digit. Signal Process., November, 2023

2022
Multilinear Karhunen-Loève Transforms.
IEEE Trans. Signal Process., 2022

2021
Processing of large sets of stochastic signals: filtering based on piecewise interpolation technique.
CoRR, 2021

Data Compression: Multi-Term Approach.
CoRR, 2021

Second Degree Model for Multi-Compression and Recovery of Distributed Signals.
CoRR, 2021

Extended Principal Component Analysis.
CoRR, 2021

2019
Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part I: The case of random signals.
Signal Process., 2019

Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part II: The case of signal samples.
Signal Process., 2019

2018
Multi-Objective Operator for Optimal Compression and De-compression of Random Signals.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

2017
Optimal transforms of random vectors: The case of successive optimizations.
Signal Process., 2017

Extended karhunen-loève transform.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

2016
Generalized Brillinger-Like Transforms.
IEEE Signal Process. Lett., 2016

2015
Estimation of stochastic signals under partially missing information.
Signal Process., 2015

Compression and Recovery of Distributed Random Signals.
CoRR, 2015

2014
Estimation of Noisy Data: The Case of Partially Missing Information.
Electron. Notes Discret. Math., 2014

Efficient Compression of Distributed Information in Estimation Fusion.
Electron. Notes Discret. Math., 2014

2012
Optimal Multidimensional Signal Processing in Wireless Sensor Networks.
Proceedings of the SIGMAP and WINSYS 2012, 2012

2011
Filtering of infinite sets of stochastic signals: An approach based on interpolation techniques.
Signal Process., 2011

2010
Data compression under constraints of causality and variable finite memory.
Signal Process., 2010

2009
Generic weighted filtering of stochastic signals.
IEEE Trans. Signal Process., 2009

Filtering and compression for infinite sets of stochastic signals.
Signal Process., 2009

Towards theory of generic Principal Component Analysis.
J. Multivar. Anal., 2009

Filtering and Compression of Stochastic Signals under Constraint of Variable Finite Memory.
Proceedings of the ICINCO 2009, Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics, 2009

2007
Generalized Rank-Constrained Matrix Approximations.
SIAM J. Matrix Anal. Appl., 2007

Optimal multilinear estimation of a random vector under constraints of causality and limited memory.
Comput. Stat. Data Anal., 2007

Information Estimation from Partially Missed Data.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Towards generic theory of data compression.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Optimal transform formed by a combination of nonlinear operators: the case of data dimensionality reduction.
IEEE Trans. Signal Process., 2006

Best approximation of the identity mapping: The case of variable finite memory.
J. Approx. Theory, 2006

Optimal estimation of a random signal from partially missed data.
Proceedings of the 14th European Signal Processing Conference, 2006

Optimal linear filtering with piecewise-constant memory.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Best causal mathematical models for a nonlinear system.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

Optimal Recursive Estimation of Raw Data.
Ann. Oper. Res., 2005

2003
Method of recurrent best estimators of second degree for optimal filtering of random signals.
Signal Process., 2003

Method of Hybrid Approximations for Modelling of Multidimensional Nonlinear Systems.
Multidimens. Syst. Signal Process., 2003

2002
A causal optimal filter of the second order.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A causal optimal filter of the second degree.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
An optimal filter of the second order.
IEEE Trans. Signal Process., 2001

1996
A New Technique for Multidimensional Signal Compression.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

Discrete Tree Rational Transforms.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996


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