Xi Yang
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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
192018
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
19*2016
The Application of Stock Index Price Prediction with Neural Network
P Gao, R Zhang, X Yang
Mathematical and Computational Applications 25 (3), 53, 2020
162020
A novel deep density model for unsupervised learning
X Yang, K Huang, R Zhang, JY Goulermas
Cognitive Computation 11 (6), 778-788, 2019
142019
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
122017
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
52018
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
52017
Unsupervised dimensionality reduction for gaussian mixture model
X Yang, K Huang, R Zhang
International conference on neural information processing, 84-92, 2014
42014
Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction
P Gao, X Yang, R Zhang, K Huang
arXiv preprint arXiv:2011.13174, 2020
32020
VSB-DVM: An End-to-End Bayesian Nonparametric Generalization of Deep Variational Mixture Model
X Yang, Y Yan, K Huang, R Zhang
2019 IEEE International Conference on Data Mining (ICDM), 688-697, 2019
32019
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
22015
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
12019
Attacking Sequential Learning Models with Style Transfer Based Adversarial Examples
Z Zhang, X Yang, K Huang
Journal of Physics: Conference Series 1880 (1), 012021, 2021
2021
Learning Density Models via Structured Latent Variables
X Yang
University of Liverpool, 2019
2019
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