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researcher

Vinith M. Suriyakumar

12 papers hereh-index 8416 citations26 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL2
  • eess.IV2
  • cs.ET1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAlgorithms that Approximate Data Removal: New Results and Limitations

3 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 3 cited

Algorithms that Approximate Data Removal: New Results and Limitations

Vinith M. Suriyakumar, Ashia C. Wilson

We study the problem of deleting user data from machine learning models trained using empirical risk minimization. Our focus is on learning algorithms which return the empirical ri…

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