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researcher

I. Khmelnitsky

3 papers hereh-index 553 citations15 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.FL2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedProperty-Directed Verification of Recurrent Neural Networks

5 citations · 8 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 5 cited

Property-Directed Verification of Recurrent Neural Networks

Igor Khmelnitsky, Daniel Neider, Rajarshi Roy +6

This paper presents a property-directed approach to verifying recurrent neural networks (RNNs). To this end, we learn a deterministic finite automaton as a surrogate model from a g…

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