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Pavithra Prabhakar

9 papers hereh-index 171k citations127 works total

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

author position
  • sole author1
  • first author1
  • last author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.RO2
  • cs.AI1
  • cs.LO1
  • cs.MA1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedAbstraction based Output Range Analysis for Neural Networks

22 citations · 22 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

eess.SY2020

Learning event-driven switched linear systems

Atreyee Kundu, Pavithra Prabhakar

We propose an automata theoretic learning algorithm for the identification of black-box switched linear systems whose switching logics are event-driven. A switched system is expres…

cs.RO2020

Optimal tool path planning for 3D printing with spatio-temporal and thermal constraints

Zahra Rahimi Afzal, Pavana Prabhakar, Pavithra Prabhakar

In this paper, we address the problem of synthesizing optimal path plans in a 2D subject to spatio-temporal and thermal constraints. Our solution consists of reducing the path plan…

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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