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researcher

Ramchandran Muthukumar

5 papers hereh-index 341 citations9 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedSparsity-aware generalization theory for deep neural networks

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Adversarial robustness of sparse local Lipschitz predictors

Ramchandran Muthukumar, Jeremias Sulam

This work studies the adversarial robustness of parametric functions composed of a linear predictor and a non-linear representation map. % that satisfies certain stability conditio…

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