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Max Staats

4 papers hereh-index 461 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedRandom matrix analysis of deep neural network weight matrices

15 citations · 18 across the 4 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Small Singular Values Matter: A Random Matrix Analysis of Transformer Models

Max Staats, Matthias Thamm, Bernd Rosenow

This work analyzes singular-value spectra of weight matrices in pretrained transformer models to understand how information is stored at both ends of the spectrum. Using Random Mat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.