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Siddartha Devic

16 papers hereh-index 8169 citations23 works total

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

author position
  • first author4
  • middle author12

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.NI3
  • cs.AI1
  • cs.CL1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20192026
collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Regularization and Optimal Multiclass Learning

Julian Asilis, Siddartha Devic, Shaddin Dughmi +2

The quintessential learning algorithm of empirical risk minimization (ERM) is known to fail in various settings for which uniform convergence does not characterize learning. It is…

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