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researcher

Dominic Richards

8 papers hereh-index 7229 citations14 works total

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

author position
  • first author6
  • middle author2

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

fields
  • stat.ML5
  • cs.LG2
  • math.ST1
same name
  • Dominic Richards — 1 paper, h 0

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 citedDecentralised Learning with Random Features and Distributed Gradient Descent

8 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2020

Asymptotics of Ridge (less) Regression under General Source Condition

Dominic Richards, Jaouad Mourtada, Lorenzo Rosasco

We analyze the prediction error of ridge regression in an asymptotic regime where the sample size and dimension go to infinity at a proportional rate. In particular, we consider th…

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