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researcher

J. Rocks

12 papers hereh-index 14887 citations49 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft4
  • cond-mat.dis-nn2
  • cs.LG1
  • physics.bio-ph1
  • physics.soc-ph1
  • q-bio.MN1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedThe Perturbative Resolvent Method: spectral densities of random matrix ensembles via perturbation theory

6 citations · 10 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 4 cited

Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

Rylan Schaeffer, Mikail Khona, Zachary Robertson +5

Double descent is a surprising phenomenon in machine learning, in which as the number of model parameters grows relative to the number of data, test error drops as models grow ever…

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