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researcher

Siddharth Krishna

Microsoft Research

5 papers hereh-index 9238 citations23 works total

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

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LO3
  • cs.PL1
  • math.CO1
affiliations
  • Microsoft Research
Homepage
same name
  • Siddharth Krishna — 2 papers, h 2

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
20152019
most citedLearning Invariants using Decision Trees

23 citations · 25 across the 4 of their papers we have counts for

collaborators
Showing cs.PLShow all

1 paper · 1 filter

cs.PL2015★ 23 cited

Learning Invariants using Decision Trees

Siddharth Krishna, Christian Puhrsch, Thomas Wies

The problem of inferring an inductive invariant for verifying program safety can be formulated in terms of binary classification. This is a standard problem in machine learning: gi…

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