2 papers
cs.LG2026
Divide and Predict: An Architecture for Input Space Partitioning and Enhanced Accuracy
Fenix W. Huang, Henning S. Mortveit, Christian M. Reidys
In this article the authors develop an intrinsic measure for quantifying heterogeneity in training data for supervised learning. This measure is the variance of a random variable w…
cs.IT2024
The site linkage spectrum of data arrays
Christopher Barrett, Andrei Bura, Fenix Huang +1
A new perspective is introduced regarding the analysis of Multiple Sequence Alignments (MSA), representing aligned data defined over a finite alphabet of symbols. The framework is…