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researcher

Vidya Muthukumar

39 papers hereh-index 151.1k citations64 works total

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

author position
  • first author6
  • middle author19
  • last author13

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • stat.ML16
  • cs.GT4
  • math.ST2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedThe good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective

18 citations · 51 across the 25 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 13 cited

Worst-case vs Average-case Design for Estimation from Fixed Pairwise Comparisons

Ashwin Pananjady, Cheng Mao, Vidya Muthukumar +2

Pairwise comparison data arises in many domains, including tournament rankings, web search, and preference elicitation. Given noisy comparisons of a fixed subset of pairs of items,…

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