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researcher

A. Narayan

70 papers hereh-index 262.3k citations135 works total

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

author position
  • sole author1
  • first author6
  • middle author28
  • last author35

Across the 70 of 70 papers where every author was matched, so the position is known.

fields
  • math.NA54
  • cs.LG4
  • stat.CO4
  • math.CV2
  • physics.comp-ph2
  • eess.SY1
same name
  • A. Narayan — 63 papers, h 22
  • A. Narayan — 48 papers, h 34
  • A. Narayan — 17 papers, h 11
  • A. Narayan — 10 papers
  • A. Narayan — 10 papers, h 3
  • A. Narayan — 2 papers, 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
20092025
most citedAdaptive Leja sparse grid constructions for stochastic collocation and high-dimensional approximation

102 citations · 787 across the 61 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021

Meta-Learning with Adjoint Methods

Shibo Li, Zheng Wang, Akil Narayan +2

Model Agnostic Meta Learning (MAML) is widely used to find a good initialization for a family of tasks. Despite its success, a critical challenge in MAML is to calculate the gradie…

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