no code implementations • 18 Jan 2023 • Hong-Bo Xie, Caoyuan Li, Shuliang Wang, Richard Yi Da Xu, Kerrie Mengersen
Construction of dictionaries using nonnegative matrix factorisation (NMF) has extensive applications in signal processing and machine learning.
1 code implementation • NeurIPS 2019 • Xuhui Fan, Bin Li, Caoyuan Li, Scott Sisson, Ling Chen
In this work, we propose a probabilistic framework for relational data modelling and latent structure exploring.
no code implementations • 4 Nov 2019 • Xuhui Fan, Bin Li, Scott Anthony Sisson, Caoyuan Li, Ling Chen
We propose a probabilistic framework for modelling and exploring the latent structure of relational data.
no code implementations • 18 Jan 2015 • Shuliang Wang, Dakui Wang, Caoyuan Li, Yan Li
For any data set to be clustered, the most reasonable value of d_c can be objectively calculated from the data set by using our proposed method.