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Jia Cai
Jia Cai
Guangdong University of Finance & Economics
Verified email at gdufe.edu.cn
Title
Cited by
Cited by
Year
Convergence rate of kernel canonical correlation analysis
JC H. Sun
Science China Mathematics 54, 2161-2170, 2011
252011
Modified sparse linear-discriminant analysis via nonconvex penalties
J Cai, X Huang
IEEE transactions on neural networks and learning systems 29 (10), 4957-4966, 2018
182018
Kernel canonical correlation analysis via gradient descent
JC YiTang, Jianjun Wang
Neurocomputing 182, 322-331, 2016
162016
ℓ0-based sparse canonical correlation analysis with application to cross-language document retrieval
J Cai, W Dan, X Zhang
Neurocomputing 329, 32-45, 2019
152019
Gradient learning in a classification setting by gradient descent
Jia Cai, Hongyan Wang, Ding-Xuan Zhou
Journal of Approximation Theory 161 (2), 674-692, 2009
142009
A new randomized Kaczmarz based kernel canonical correlation analysis algorithm with applications to information retrieval
JC Yi Tang
Neural Networks 98, 178-191, 2018
92018
Robust kernel canonical correlation analysis with applications to information retrieval
JC Xiaolin Huang
Engineering Applications of Artificial Intelligence 64, 33-42, 2017
92017
Convergence analysis of coefficient-based regularization under moment incremental condition
C Wang, J Cai
International Journal of Wavelets, Multiresolution and Information …, 2014
72014
Coefficient-Based Regression with Non-Identical Unbounded Sampling
J Cai
Abstract and Applied Analysis 2013, 2013
52013
The distance between feature subspaces of kernel canonical correlation analysis
J Cai
Mathematical and Computer Modelling 57 (3-4), 970-975, 2013
52013
Constrained ERM Learning of Canonical Correlation Analysis: A Least Squares Perspective
JC Hongwei Sun
Neural Computation 29, 2825–2859, 2017
42017
Kernel-based conditional canonical correlation analysis via modified Tikhonov regularization
JC Hongwei Sun
Applied and Computational Harmonic Analysis 41, 692-712, 2016
42016
A Novel biologically inspired approach for clustering and multi-level image thresholding: Modified Harris hawks optimizer
J Cai, T Luo, G Xu, Y Tang
Cognitive Computation 14 (3), 955-969, 2022
32022
Multi-scale Graph Convolutional Networks with Self-Attention
Z Xiong, J Cai
arXiv preprint arXiv:2112.03262, 2021
32021
Sparse generalized canonical correlation analysis via linearized Bregman method.
J Cai, J Huo
Communications on Pure & Applied Analysis 19 (8), 2020
32020
An operator approach to analysis of conditional kernel canonical correlation
J Cai
International Journal of Wavelets Multiresolution and Information Processing …, 2015
22015
WAD-CMSN: Wasserstein distance-based cross-modal semantic network for zero-shot sketch-based image retrieval
G Xu, Z Hu, J Cai
International Journal of Wavelets, Multiresolution and Information …, 2023
12023
Deep heterogeneous graph neural networks via similarity regularization loss and hierarchical fusion
Z Xiong, J Cai
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 759-768, 2022
12022
Self-attention Based Multi-scale Graph Convolutional Networks
Z Xiong, J Cai
International Conference on Neural Information Processing, 418-430, 2022
12022
SStaGCN: Simplified stacking based graph convolutional networks
J Cai, Z Xiong, S Lv
arXiv preprint arXiv:2111.08228, 2021
12021
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