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Aarti Singh

11 papers hereh-index 8487 citations16 works total

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

author position
  • middle author6
  • last author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG4
  • math.ST2
same name
  • Aarti Singh — 19 papers, h 18
  • Aarti Singh — 12 papers, h 14
  • Aarti Singh — 8 papers, h 8
  • Aarti Singh — 7 papers, h 7
  • Aarti Singh — 7 papers, h 5
  • Aarti Singh — 6 papers, h 7

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
20122025
most citedAdaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing

21 citations · 43 across the 10 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

math.ST2014★ 6 cited

On the High-dimensional Power of Linear-time Kernel Two-Sample Testing under Mean-difference Alternatives

Aaditya Ramdas, Sashank J. Reddi, Barnabas Poczos +2

Nonparametric two sample testing deals with the question of consistently deciding if two distributions are different, given samples from both, without making any parametric assumpt…

stat.ML2014

On the Decreasing Power of Kernel and Distance based Nonparametric Hypothesis Tests in High Dimensions

Sashank J. Reddi, Aaditya Ramdas, Barnabás Póczos +2

This paper is about two related decision theoretic problems, nonparametric two-sample testing and independence testing. There is a belief that two recently proposed solutions, base…

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