Xi Yang
Xi Yang
Dr,University of Liverpool
Verified email at xjtlu.edu.cn
TitleCited byYear
Learning latent features with infinite nonnegative binary matrix trifactorization
X Yang, K Huang, R Zhang, A Hussain
IEEE Transactions on Emerging Topics in Computational Intelligence 2 (6 …, 2018
102018
Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization
X Yang, K Huang, R Zhang, A Hussain
International Conference on Neural Information Processing, 587--596, 2016
10*2016
Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model
X Yang, K Huang, JY Goulermas, R Zhang
Neural Processing Letters 45 (3), 791-806, 2017
72017
A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems
X Yang, K Huang, R Zhang, JY Goulermas, A Hussain
Neurocomputing 312, 352-363, 2018
22018
Deep Mixtures of Factor Analyzers with Common Loadings: A Novel Deep Generative Approach to Clustering
X Yang, K Huang, R Zhang
International Conference on Neural Information Processing, 709-719, 2017
22017
Two-layer Mixture of Factor Analyzers with Joint Factor Loading
X Yang, K Huang, R Zhang, JY Goulermas
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
12015
Unsupervised dimensionality reduction for gaussian mixture model
X Yang, K Huang, R Zhang
International conference on neural information processing, 84-92, 2014
12014
Introduction to Deep Density Models with Latent Variables
X Yang, K Huang, R Zhang, A Hussain
Deep Learning: Fundamentals, Theory and Applications, 1-29, 2019
2019
A Novel Deep Density Model for Unsupervised Learning
X Yang, K Huang, R Zhang, JY Goulermas
Cognitive Computation, 1-11, 2018
2018
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Articles 1–9