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researcher

V. Peiris

11 papers hereh-index 342 citations16 works total

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

author position
  • sole author1
  • first author8
  • middle author2

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

fields
  • math.OC9
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedRational approximation and its application to improving deep learning classifiers

8 citations · 18 across the 9 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 2 cited

Deep Learning with Nonsmooth Objectives

Vinesha Peiris, Nadezda Sukhorukova, Vera Roshchina

We explore the potential for using a nonsmooth loss function based on the max-norm in the training of an artificial neural network. We hypothesise that this may lead to superior cl…

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