2 papers
math.ST2025
Distribution of singular values in large sample cross-covariance matrices
Arabind Swain, Sean Alexander Ridout, Ilya Nemenman
For two large matrices and with Gaussian i.i.d.\ entries and dimensions and , respectively, we derive the probability distrib…
cond-mat.soft2024
Machine learning that predicts well may not learn the correct physical descriptions of glassy systems
Arabind Swain, Sean Alexander Ridout, Ilya Nemenman
The complexity of glasses makes it challenging to explain their dynamics. Machine Learning (ML) has emerged as a promising pathway for understanding glassy dynamics by linking thei…