Alper T. Erdogan

Orcid: 0000-0003-0876-2897

Affiliations:
  • Koc University, Istanbul, Turkey


According to our database1, Alper T. Erdogan authored at least 59 papers between 1998 and 2023.

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

Timeline

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Bibliography

2023
A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorizatio.
CoRR, 2023

Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Self-Supervised Learning with an Information Maximization Criterion.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources.
Proceedings of the IEEE International Conference on Acoustics, 2022

On Identifiable Polytope Characterization for Polytopic Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability.
IEEE Trans. Signal Process., 2021

Generalized Polytopic Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Time and frequency based sparse bounded component analysis algorithms for convolutive mixtures.
Signal Process., 2020

Blind Bounded Source Separation Using Neural Networks with Local Learning Rules.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Compressed Training Based Massive MIMO.
IEEE Trans. Signal Process., 2019

Channel Estimation for Massive MIMO: A Semiblind Algorithm Exploiting QAM Structure.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Online Bounded Component Analysis: A Simple Recurrent Neural Network with Local Update Rule for Unsupervised Separation of Dependent and Independent Sources.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
An Algorithmic Framework for Sparse Bounded Component Analysis.
IEEE Trans. Signal Process., 2018

Sparse Bounded Component Analysis for Convolutive Mixtures.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Stationary Point Characterization for a Class of BCA Algorithms.
IEEE Trans. Signal Process., 2017

Compressed Training Adaptive Equalization: Algorithms and Analysis.
IEEE Trans. Commun., 2017

Single carrier frequency domain compressed training adaptive equalization.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Compressed Training Adaptive MIMO equalization.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Sparse bounded component analysis.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Compressed training adaptive equalization.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
A Convolutive Bounded Component Analysis Framework for Potentially Nonstationary Independent and/or Dependent Sources.
IEEE Trans. Signal Process., 2015

Convolutive Bounded Component Analysis Algorithms for Independent and Dependent Source Separation.
IEEE Trans. Neural Networks Learn. Syst., 2015

2014
An extended family of bounded component analysis algorithms.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
A Class of Bounded Component Analysis Algorithms for the Separation of Both Independent and Dependent Sources.
IEEE Trans. Signal Process., 2013

A Bounded Component Analysis approach for the separation of convolutive mixtures of dependent and independent sources.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Robust Turbo Equalization Under Channel Uncertainties.
IEEE Trans. Signal Process., 2012

On the Convergence of Symmetrically Orthogonalized Bounded Component Analysis Algorithms for Uncorrelated Source Separation.
IEEE Trans. Signal Process., 2012

A family of Bounded Component Analysis algorithms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Transient Analysis of Adaptive Affine Combinations.
IEEE Trans. Signal Process., 2011

Convergence analysis for a class of source separation methods.
Proceedings of the XXIII International Symposium on Information, 2011

2010
Unbiased model combinations for adaptive filtering.
IEEE Trans. Signal Process., 2010

Steady-state MSE performance analysis of mixture approaches to adaptive filtering.
IEEE Trans. Signal Process., 2010

Competitive linear estimation under model uncertainties.
IEEE Trans. Signal Process., 2010

2009
On the convergence of ICA algorithms with symmetric orthogonalization.
IEEE Trans. Signal Process., 2009

Comparison of convex combination and affine combination of adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A fractionally spaced blind equalization algorithm with global convergence.
Signal Process., 2008

Adaptive algorithm for the blind separation of sources with finite support.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Globally Convergent Deflationary Instantaneous Blind Source Separation Algorithm for Digital Communication Signals.
IEEE Trans. Signal Process., 2007

2006
MIMO linear equalization with an H<sup>infinity</sup> criterion.
IEEE Trans. Signal Process., 2006

A simple geometric blind source separation method for bounded magnitude sources.
IEEE Trans. Signal Process., 2006

A low complexity multicarrier PAR reduction approach based on subgradient optimization.
Signal Process., 2006

On the convergence of subgradient based blind equalization algorithm.
Signal Process., 2006

An Adaptive Paraunitary Approach for Blind Equalization of All equalizable MIMO Channels.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Fast and low complexity blind equalization via subgradient projections.
IEEE Trans. Signal Process., 2005

On robust signal reconstruction in noisy filter banks.
Signal Process., 2005

A blind separation approach for magnitude bounded sources.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A moving window algorithm for l∞ norm based blind source separation approach.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
MIMO decision feedback equalization from an H<sup>∞</sup> perspective.
IEEE Trans. Signal Process., 2004

Fast blind equalization method based on subgradient projections.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A subgradient algorithm for low complexity DMT PAR minimization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Efficient implementation of echo canceller for applications with asymmetric rates.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
FIR H<sup>infinity</sup> equalization.
Signal Process., 2001

2000
On linear H<sup>∞</sup> equalization of communication channels.
IEEE Trans. Signal Process., 2000

FIR H∞ equalization.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Decision feedback equalization from an H-infinity perspective.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1998
H<sup>∞</sup> equalization of communication channels.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998


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