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2020 – today
- 2024
[i8]Xi-Lin Li:
Stochastic Hessian Fitting on Lie Group. CoRR abs/2402.11858 (2024)- 2021
- [j29]Xi-Lin Li
:
On correcting the phase bias of GCC in spatially correlated noise fields. Signal Process. 180: 107859 (2021) - 2020
- [j28]Xi-Lin Li:
Convolutional PCA for Multiple Time Series. IEEE Signal Process. Lett. 27: 1450-1454 (2020) - [i7]Xi-Lin Li:
A Triangular Network For Density Estimation. CoRR abs/2004.14593 (2020) - [i6]Xi-Lin Li:
Multichannel Convolutive Speech Separation with Estimated Density Models. CoRR abs/2008.11273 (2020)
2010 – 2019
- 2019
- [c21]Xi-Lin Li:
Preconditioner on Matrix Lie Group for SGD. ICLR (Poster) 2019 - 2018
- [j27]Xi-Lin Li:
Periodic Sequences Modulated Filter Banks. IEEE Signal Process. Lett. 25(4): 576-580 (2018) - [j26]Xi-Lin Li:
Preconditioned Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1454-1466 (2018) - [i5]Xi-Lin Li:
On the Performance of Preconditioned Stochastic Gradient Descent. CoRR abs/1803.09383 (2018) - [i4]Xi-Lin Li:
Learning Preconditioners on Lie Groups. CoRR abs/1809.10232 (2018) - [i3]Xi-Lin Li:
Learning with Labels of Existing and Nonexisting. CoRR abs/1811.12346 (2018) - 2016
- [i2]Xi-Lin Li:
Recurrent neural network training with preconditioned stochastic gradient descent. CoRR abs/1606.04449 (2016) - 2015
- [i1]Xi-Lin Li:
Preconditioned Stochastic Gradient Descent. CoRR abs/1512.04202 (2015) - 2014
- [j25]Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali:
General Non-Orthogonal Constrained ICA. IEEE Trans. Signal Process. 62(11): 2778-2786 (2014) - [j24]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Blind Source Separation by Entropy Rate Minimization. IEEE Trans. Signal Process. 62(16): 4245-4255 (2014) - [c20]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. ICASSP 2014: 6216-6220 - 2013
- [j23]Wen-Jun Zeng, Xi-Lin Li, Hing-Cheung So:
Direction-of-arrival estimation based on spatial-temporal statistics without knowing the source number. Signal Process. 93(12): 3479-3486 (2013) - [j22]Xi-Lin Li, Tülay Adali:
Noncircular Complex ICA by Generalized Householder Reflections. IEEE Trans. Signal Process. 61(24): 6423-6430 (2013) - [c19]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Algorithms for Markovian source separation by entropy rate minimization. ICASSP 2013: 3248-3252 - 2012
- [j21]Matthew Anderson, Xi-Lin Li, Tülay Adali:
Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Process. 92(8): 1821-1831 (2012) - [j20]Xi-Lin Li:
Blind Source Separation Using Decoupled Relative Newton Algorithm. IEEE Signal Process. Lett. 19(9): 567-570 (2012) - [j19]Matthew Anderson, Tülay Adali, Xi-Lin Li:
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Trans. Signal Process. 60(4): 1672-1683 (2012) - [j18]Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali:
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Trans. Signal Process. 60(4): 2049-2055 (2012) - [j17]Xi-Lin Li, Tülay Adali:
Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. IEEE Trans. Signal Process. 60(11): 5672-5684 (2012) - [j16]Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali:
Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. J. Signal Process. Syst. 67(2): 117-128 (2012) - [c18]Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali:
An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP 2012: 1885-1888 - 2011
- [j15]Xi-Lin Li, Tülay Adali, Matthew Anderson:
Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. 91(10): 2314-2322 (2011) - [j14]Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali:
Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Eng. 58(12): 3406-3417 (2011) - [j13]Xi-Lin Li, Tülay Adali:
Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. IEEE Trans. Signal Process. 59(6): 2969-2975 (2011) - [j12]Xi-Lin Li, Tülay Adali, Matthew Anderson:
Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Trans. Signal Process. 59(10): 4516-4528 (2011) - [c17]Xi-Lin Li, Tülay Adali:
Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. CISS 2011: 1-5 - [c16]Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP 2011: 2520-2523 - [c15]Wen-Jun Zeng, Xi-Lin Li, En Cheng:
Blind and Semiblind Channel Estimation for Single-Carrier Block Transmission Systems Using Few Received Blocks. ICC 2011: 1-5 - [c14]Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali:
Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI 2011: 1019-1022 - [c13]Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali:
ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI 2011: 1573-1576 - [c12]Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali:
A maximum likelihood approach for independent vector analysis of Gaussian data sets. MLSP 2011: 1-6 - 2010
- [j11]Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, En Cheng:
Kernel-based nonlinear discriminant analysis using minimum squared errors criterion for multiclass and undersampled problems. Signal Process. 90(8): 2333-2343 (2010) - [j10]Xi-Lin Li, Tülay Adali:
Complex Independent Component Analysis by Entropy Bound Minimization. IEEE Trans. Circuits Syst. I Regul. Pap. 57-I(7): 1417-1430 (2010) - [j9]Wen-Jun Zeng, Xi-Lin Li:
High-resolution multiple wideband and nonstationary source localization with unknown number of sources. IEEE Trans. Signal Process. 58(6): 3125-3136 (2010) - [j8]Xi-Lin Li, Tülay Adali:
Independent component analysis by entropy bound minimization. IEEE Trans. Signal Process. 58(10): 5151-5164 (2010) - [c11]Tual Trainini, Xi-Lin Li, Eric Moreau, Tülay Adali:
A relative gradient algorithm for joint decompositions of complex matrices. EUSIPCO 2010: 1073-1076 - [c10]Xi-Lin Li, Matthew Anderson, Tülay Adali:
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA 2010: 197-204 - [c9]Matthew Anderson, Xi-Lin Li, Tülay Adali:
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA 2010: 354-361 - [c8]Xi-Lin Li, Tülay Adali:
Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. ICASSP 2010: 1886-1889 - [c7]Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun:
Independent subspace analysis with prior information for fMRI data. ICASSP 2010: 1922-1925 - [c6]Xi-Lin Li, Tülay Adali:
Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. ICASSP 2010: 1934-1937 - [c5]Wen-Jun Zeng, Xian-Da Zhang, Xi-Lin Li, En Cheng:
Multipath time-of-arrival estimation via modified projection onto convex sets. ICASSP 2010: 3226-3229
2000 – 2009
- 2009
- [j7]Wen-Jun Zeng, Xi-Lin Li, Hongxing Zou, Xian-Da Zhang:
Near-field multiple source localization using joint diagonalization. Signal Process. 89(2): 232-238 (2009) - [j6]Xi-Lin Li, Wen-Jun Zeng:
Performance analysis and adaptive Newton algorithms of multimodulus blind equalization criterion. Signal Process. 89(11): 2263-2273 (2009) - [j5]Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang:
Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices. IEEE Signal Process. Lett. 16(3): 164-167 (2009) - [c4]Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Xue Jiang:
An improved signal-selective direction finding algorithm using second-order cyclic statistics. ICASSP 2009: 2141-2144 - [c3]Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang:
Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion. ICASSP 2009: 2805-2808 - 2008
- [c2]Wen-Jun Zeng, Xi-Lin Li, Xian-Da Zhang, Hongxing Zou:
Two-dimensional frequencies estimation using joint diagonalization. ICASSP 2008: 3325-3328 - 2007
- [j4]Xi-Lin Li, Xian-Da Zhang:
Sequential Blind Extraction Adopting Second-Order Statistics. IEEE Signal Process. Lett. 14(1): 58-61 (2007) - [j3]Xi-Lin Li, Xian-Da Zhang:
Nonorthogonal Joint Diagonalization Free of Degenerate Solution. IEEE Trans. Signal Process. 55(5-1): 1803-1814 (2007) - [c1]Xi-Lin Li, Xian-Da Zhang:
On the Tracking Performance of a Family of Generalized Constant Modulus Algorithm. ICASSP (3) 2007: 125-128 - 2006
- [j2]Xi-Lin Li:
A new gradient search interpretation of super-exponential algorithm. IEEE Signal Process. Lett. 13(3): 173-176 (2006) - [j1]Xi-Lin Li, Xian-Da Zhang:
A Family of Generalized Constant Modulus Algorithms for Blind Equalization. IEEE Trans. Commun. 54(11): 1913-1917 (2006)
Coauthor Index
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