most citedTuning Frequency Bias in Neural Network Training with Nonuniform Data

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

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2 papers

math.NA2024

How to reveal the rank of a matrix?

Anil Damle, Silke Glas, Alex Townsend +1

We study algorithms called rank-revealers that reveal a matrix's rank structure. Such algorithms form a fundamental component in matrix compression, singular value estimation, and…

cs.LG2022★ 2 cited

Tuning Frequency Bias in Neural Network Training with Nonuniform Data

Annan Yu, Yunan Yang, Alex Townsend

Small generalization errors of over-parameterized neural networks (NNs) can be partially explained by the frequency biasing phenomenon, where gradient-based algorithms minimize the…