1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.IT2025
Separable Computation of Information Measures
Xiangxiang Xu, Lizhong Zheng
We study a separable design for computing information measures, where the information measure is computed from learned feature representations instead of raw data. Under mild assum…
cs.LG2024★ 1 cited
Dependence Induced Representations
Xiangxiang Xu, Lizhong Zheng
We study the problem of learning feature representations from a pair of random variables, where we focus on the representations that are induced by their dependence. We provide suf…