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Daniel A. Roberts

8 papers hereh-index 165.3k citations31 works total

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

author position
  • sole author2
  • first author1
  • middle author3
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • hep-th2
  • hep-ph1
  • stat.ML1
same name
  • Daniel A. Roberts — 2 papers, h 2
  • Daniel A. Roberts — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedGradient Descent Happens in a Tiny Subspace

108 citations · 128 across the 4 of their papers we have counts for

collaborators
Showing hep-thShow all

2 papers · 1 filter

hep-th2021★ 1 cited

Why is AI hard and Physics simple?

Daniel A. Roberts

We discuss why AI is hard and why physics is simple. We discuss how physical intuition and the approach of theoretical physics can be brought to bear on the field of artificial int…

hep-th2018

Operator growth in the SYK model

Daniel A. Roberts, Douglas Stanford, Alexandre Streicher

We discuss the probability distribution for the "size" of a time-evolving operator in the SYK model. Scrambling is related to the fact that as time passes, the distribution shifts…

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