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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.FLShow all

2 papers · 1 filter

cs.FL2023

Analyzing Robustness of Angluin's L∗ Algorithm in Presence of Noise

Lina Ye, Igor Khmelnitsky, Serge Haddad +5

Angluin's L∗ algorithm learns the minimal deterministic finite automaton (DFA) of a regular language using membership and equivalence queries. Its probabilistic approximatively…

cs.FL2022★ 3 cited

Analyzing Robustness of Angluin's L* Algorithm in Presence of Noise

Igor Khmelnitsky, Serge Haddad, Lina Ye +5

Angluin's L* algorithm learns the minimal (complete) deterministic finite automaton (DFA) of a regular language using membership and equivalence queries. Its probabilistic approxim…

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