activity
20242026
most citedUnderstanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2025

Optimality of Gradient-MUSIC for spectral estimation

Albert Fannjiang, Weilin Li, Wenjing Liao

We introduce the Gradient-MUSIC algorithm for estimating the unknown frequencies and amplitudes of a nonharmonic signal from noisy time samples. While the classical MUSIC algorithm…