Xiaolin Huang (黄晓霖)
Xiaolin Huang (黄晓霖)
Associate Professor, Shanghai Jiao Tong University
Verified email at sjtu.edu.cn - Homepage
Cited by
Cited by
Support vector machine classifier with pinball loss
X Huang, L Shi, J Suykens
IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (8), 1279-1291, 2014
Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis
C Shang, F Yang, X Gao, X Huang, JAK Suykens, D Huang
AIChE Journal 61 (11), 3666-3682, 2015
Data-driven robust optimization based on kernel learning
C Shang, X Huang, F You
Computers & Chemical Engineering 106, 464-479, 2017
Learning with the maximum correntropy criterion induced losses for regression
Y Feng, X Huang, L Shi, Y Yang, J Suykens
Journal of Machine Learning Research 16, 993-1034, 2015
Robust multiframe super-resolution employing iteratively re-weighted minimization
T Köhler, X Huang, F Schebesch, A Aichert, A Maier, J Hornegger
IEEE Transactions on Computational Imaging 2 (1), 42-58, 2016
Hierarchical minutiae matching for fingerprint and palmprint identification
F Chen, X Huang, J Zhou
IEEE Transactions on Image Processing 22 (11-12), 4964-4971, 2013
Ramp loss linear programming support vector machine
X Huang, L Shi, JAK Suykens
Journal of Machine Learning Research 15, 2185−2211, 2014
Adaptive hinging hyperplanes and its applications in dynamic system identification
J Xu, X Huang, S Wang
Automatica 45 (10), 2325-2332, 2009
Asymmetric least squares support vector machine classifiers
X Huang, L Shi, JAK Suykens
Computational Statistics & Data Analysis 70, 395-405, 2014
Indefinite kernels in least squares support vector machines and principal component analysis
X Huang, A Maier, J Hornegger, JAK Suykens
Applied and Computational Harmonic Analysis 43 (1), 162-172, 2017
Enhancing dynamic soft sensors based on DPLS: A temporal smoothness regularization approach
C Shang, X Huang, JAK Suykens, D Huang
Journal of Process Control 28, 17-26, 2015
Robust visual tracking revisited: From correlation filter to template matching
F Liu, C Gong, X Huang, T Zhou, J Yang, D Tao
IEEE Transactions on Image Processing 27 (6), 2777-2790, 2018
Two-level ℓ1 minimization for compressed sensing
X Huang, Y Liu, L Shi, S Van Huffel, JAK Suykens
Signal Processing 143, 294-301, 2015
Configuration of continuous piecewise-linear neural networks
S Wang, X Huang, KM Junaid
IEEE Transactions on Neural Networks 19 (8), 1431-1445, 2008
Non-parallel support vector classifiers with different loss functions
S Mehrkanoon, X Huang, JAK Suykens
Neurocomputing 143, 294-301, 2014
Support vector machines with piecewise linear feature mapping
X Huang, S Mehrkanoon, JAK Suykens
Neurocomputing 117, 118-127, 2013
Classification with truncated ℓ₁ distance kernel
X Huang, JAK Suykens, S Wang, J Hornegger, A Maier
IEEE Transactions on Neural Networks and Learning Systems, 2017
Nonconvex penalties with analytical solutions for one-bit compressive sensing
X Huang, M Yan
Signal Processing 144, 341-351, 2018
Sequential minimal optimization for SVM with pinball loss
X Huang, L Shi, JAK Suykens
Neurocomputing 149, 1596-1603, 2015
Rank-1 tensor properties with applications to a class of tensor optimization problems
Y Yang, Y Feng, X Huang, JAK Suykens
SIAM Journal on Optimization 26 (1), 171-196, 2016
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