7 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.IT2023★ 6 cited
Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning
Chenguang Lu
A new trend in deep learning, represented by Mutual Information Neural Estimation (MINE) and Information Noise Contrast Estimation (InfoNCE), is emerging. In this trend, similarity…
cs.AI2023★ 7 cited
Causal Confirmation Measures: From Simpson's Paradox to COVID-19
Chenguang Lu
When we compare the influences of two causes on an outcome, if the conclusion from every group is against that from the conflation, we think there is Simpson's Paradox. The Existin…
cs.IT2012
GPS Information and Rate Tolerance - Clarifying Relationship between Rate Distortion and Complexity Distortion
Chenguang Lu
I proposed rate tolerance and discussed its relation to rate distortion in my book "A Generalized Information Theory" published in 1993. Recently, I examined the structure function…