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Aarti Singh

6 papers hereh-index 62.1k citations14 works total

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

author position
  • middle author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.OC1
  • stat.AP1
  • stat.ML1
same name
  • Aarti Singh — 19 papers, h 18
  • Aarti Singh — 12 papers, h 14
  • Aarti Singh — 11 papers, h 8
  • Aarti Singh — 8 papers, h 8
  • Aarti Singh — 7 papers, h 7
  • Aarti Singh — 7 papers, h 5

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
20132018
most citedGradient Descent Provably Optimizes Over-parameterized Neural Networks

365 citations · 452 across the 4 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

stat.ML2013

FuSSO: Functional Shrinkage and Selection Operator

Junier B. Oliva, Barnabas Poczos, Timothy Verstynen +4

We present the FuSSO, a functional analogue to the LASSO, that efficiently finds a sparse set of functional input covariates to regress a real-valued response against. The FuSSO do…

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