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Pavithra Prabhakar

4 papers hereh-index 171k citations127 works total

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

author position
  • first author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.LO1
  • cs.MA1
  • cs.RO1
same name
  • Pavithra Prabhakar — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedAbstraction based Output Range Analysis for Neural Networks

22 citations · 22 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 22 cited

Abstraction based Output Range Analysis for Neural Networks

Pavithra Prabhakar, Zahra Rahimi Afzal

In this paper, we consider the problem of output range analysis for feed-forward neural networks with ReLU activation functions. The existing approaches reduce the output range ana…

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