Xi-Lin Li

Orcid: 0000-0002-3853-2702

According to our database1, Xi-Lin Li authored at least 57 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Stochastic Hessian Fitting on Lie Group.
CoRR, 2024

2021
On correcting the phase bias of GCC in spatially correlated noise fields.
Signal Process., 2021

2020
Convolutional PCA for Multiple Time Series.
IEEE Signal Process. Lett., 2020

Multichannel Convolutive Speech Separation with Estimated Density Models.
CoRR, 2020

A Triangular Network For Density Estimation.
CoRR, 2020

2019
Preconditioner on Matrix Lie Group for SGD.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Preconditioned Stochastic Gradient Descent.
IEEE Trans. Neural Networks Learn. Syst., 2018

Periodic Sequences Modulated Filter Banks.
IEEE Signal Process. Lett., 2018

Learning with Labels of Existing and Nonexisting.
CoRR, 2018

Learning Preconditioners on Lie Groups.
CoRR, 2018

On the Performance of Preconditioned Stochastic Gradient Descent.
CoRR, 2018

2016
Recurrent neural network training with preconditioned stochastic gradient descent.
CoRR, 2016

2014
General Non-Orthogonal Constrained ICA.
IEEE Trans. Signal Process., 2014

Blind Source Separation by Entropy Rate Minimization.
IEEE Trans. Signal Process., 2014

An efficient entropy rate estimator for complex-valued signal processing: Application to ICA.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Noncircular Complex ICA by Generalized Householder Reflections.
IEEE Trans. Signal Process., 2013

Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number.
Signal Process., 2013

Algorithms for Markovian source separation by entropy rate minimization.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data.
J. Signal Process. Syst., 2012

A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering.
IEEE Trans. Signal Process., 2012

Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy.
IEEE Trans. Signal Process., 2012

Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis.
IEEE Trans. Signal Process., 2012

Blind Source Separation Using Decoupled Relative Newton Algorithm.
IEEE Signal Process. Lett., 2012

Complex-valued independent vector analysis: Application to multivariate Gaussian model.
Signal Process., 2012

An effective decoupling method for matrix optimization and its application to the ICA problem.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Noncircular Principal Component Analysis and Its Application to Model Selection.
IEEE Trans. Signal Process., 2011

Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate.
IEEE Trans. Signal Process., 2011

Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence.
IEEE Trans. Biomed. Eng., 2011

Joint blind source separation by generalized joint diagonalization of cumulant matrices.
Signal Process., 2011

A maximum likelihood approach for independent vector analysis of Gaussian data sets.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Blind and Semiblind Channel Estimation for Single-Carrier Block Transmission Systems Using Few Received Blocks.
Proceedings of IEEE International Conference on Communications, 2011

Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions.
Proceedings of the IEEE International Conference on Acoustics, 2011

Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010
High-resolution multiple wideband and nonstationary source localization with unknown number of sources.
IEEE Trans. Signal Process., 2010

Independent component analysis by entropy bound minimization.
IEEE Trans. Signal Process., 2010

Complex Independent Component Analysis by Entropy Bound Minimization.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010

Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems.
Signal Process., 2010

Multipath time-of-arrival estimation via modified projection onto convex sets.
Proceedings of the IEEE International Conference on Acoustics, 2010

Independent subspace analysis with prior information for fMRI data.
Proceedings of the IEEE International Conference on Acoustics, 2010

Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization.
Proceedings of the IEEE International Conference on Acoustics, 2010

Flexible adaptive filtering by minimization of error entropy bound and its application to system identification.
Proceedings of the IEEE International Conference on Acoustics, 2010

Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

A relative gradient algorithm for joint decompositions of complex matrices.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices.
IEEE Signal Process. Lett., 2009

Near-field multiple source localization using joint diagonalization.
Signal Process., 2009

Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion.
Signal Process., 2009

An improved signal-selective direction finding algorithm using second-order cyclic statistics.
Proceedings of the IEEE International Conference on Acoustics, 2009

Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Two-dimensional frequencies estimation using joint diagonalization.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Nonorthogonal Joint Diagonalization Free of Degenerate Solution.
IEEE Trans. Signal Process., 2007

Sequential Blind Extraction Adopting Second-Order Statistics.
IEEE Signal Process. Lett., 2007

On the Tracking Performance of a Family of Generalized Constant Modulus Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A Family of Generalized Constant Modulus Algorithms for Blind Equalization.
IEEE Trans. Commun., 2006

A new gradient search interpretation of super-exponential algorithm.
IEEE Signal Process. Lett., 2006


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