Koby Todros

Orcid: 0000-0002-9200-2251

According to our database1, Koby Todros authored at least 45 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach.
IEEE Trans. Signal Process., 2024

Robust Bayesian estimation via the K-divergence.
Signal Process., 2024

Asynchronous Online Adaptation via Modular Drift Detection for Deep Receivers.
CoRR, 2024

Concept Drift Detection for Deep Learning Aided Receivers in Dynamic Channels.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Robust Regression Analysis Based on the K-Divergence.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Blind separation of noisy piecewise-stationary mixtures via probability measure transform.
Signal Process., July, 2023

Training a Radial Basis Function Network Under Transformed Probability Measure.
IEEE Signal Process. Lett., 2023

Robust GMM Parameter Estimation via the K-BM Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
On the Minimum $\mathcal {K}$-Divergence Estimator.
IEEE Trans. Signal Process., 2022

Robust Parameter Estimation Based on the K-Divergence.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Robust Spectrum Sensing Via Probability Measure Transform.
IEEE Trans. Signal Process., 2021

Robust Two-Sample Location Testing via Probability Measure Transform.
IEEE Trans. Signal Process., 2021

Measure-Transformed Covariance Test for Robust Spectrum Sensing.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Measure-Transformed MVDR Beamforming.
IEEE Signal Process. Lett., 2020

2019
Robust composite binary hypothesis testing via measure-transformed quasi score test.
Signal Process., 2019

Performance analysis of LMS filters with non-Gaussian cyclostationary signals.
Signal Process., 2019

MSE based optimization of the measure-transformed MUSIC algorithm.
Signal Process., 2019

Performance Enhancement of the Measure-transformed Music Algorithm via Mse Based Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Measure-Transformed Gaussian Quasi Score Test in the Presence of Nuisance Parameters.
Proceedings of the 27th European Signal Processing Conference, 2019

Measure-Transformed Two-Sample Hotelling Test.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2017
Measure-Transformed Quasi-Maximum Likelihood Estimation.
IEEE Trans. Signal Process., 2017

Binary Hypothesis Testing via Measure Transformed Quasi-Likelihood Ratio Test.
IEEE Trans. Signal Process., 2017

Adaptive Filtering Based on Time-Averaged MSE for Cyclostationary Signals.
IEEE Trans. Commun., 2017

Plug-In Measure-Transformed Quasi-Likelihood Ratio Test for Random Signal Detection.
IEEE Signal Process. Lett., 2017

Performance Analysis of LMS Filters for Estimation of Cyclostationary Signals.
CoRR, 2017

Measure-transformed Gaussian quasi score test.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Measure transformed quasi likelihood ratio test for Bayesian binary hypothesis testing.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Adaptive LMS-type filter for cyclostationary signals.
Proceedings of the International Symposium on Wireless Communication Systems, 2016

Measure-transformed quasi likelihood ratio test.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Robust Multiple Signal Classification via Probability Measure Transformation.
IEEE Trans. Signal Process., 2015

On the limitations of Barankin type bounds for MLE threshold prediction.
Signal Process., 2015

Measure-transformed quasi maximum likelihood estimation with application to source localization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Robust measure transformed music for DOA estimation.
Proceedings of the IEEE International Conference on Acoustics, 2014

2012
On Measure Transformed Canonical Correlation Analysis.
IEEE Trans. Signal Process., 2012

Measure transformed canonical correlation analysis with application to financial data.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

2011
Uniformly Best Biased Estimators in Non-Bayesian Parameter Estimation.
IEEE Trans. Inf. Theory, 2011

2010
QML-based joint diagonalization of positive-definite hermitian matrices.
IEEE Trans. Signal Process., 2010

General classes of performance lower bounds for parameter estimation: part II: Bayesian bounds.
IEEE Trans. Inf. Theory, 2010

General classes of performance lower bounds for parameter estimation: part I: non-Bayesian bounds for unbiased estimators.
IEEE Trans. Inf. Theory, 2010

On order relations between lower bounds on the MSE of unbiased estimators.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2008
A new lower bound on the mean-square error of unbiased estimators.
Proceedings of the IEEE International Conference on Acoustics, 2008

A new Bayesian lower bound on the mean square error of estimators.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Blind Separation of Independent Sources Using Gaussian Mixture Model.
IEEE Trans. Signal Process., 2007

Fast Approximate Joint Diagonalization of Positive Definite Hermitian Matrices.
Proceedings of the IEEE International Conference on Acoustics, 2007

2004
Application of Gaussian Mixture Models for Blind Separation of Independent Sources.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004


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