1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NE2013★ 1 cited
Understanding Boltzmann Machine and Deep Learning via A Confident Information First Principle
Xiaozhao Zhao, Yuexian Hou, Qian Yu +2
Typical dimensionality reduction methods focus on directly reducing the number of random variables while retaining maximal variations in the data. In this paper, we consider the di…
cs.LG2010
On Tsallis Entropy Bias and Generalized Maximum Entropy Models
Yuexian Hou, Tingxu Yan, Peng Zhang +2
In density estimation task, maximum entropy model (Maxent) can effectively use reliable prior information via certain constraints, i.e., linear constraints without empirical parame…