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researcher

T. Melham

12 papers hereh-index 274k citations115 works total

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

author position
  • first author1
  • middle author7
  • last author4

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.FL2
  • cs.LO2
  • cs.SE2
  • cs.CR1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedExposing Previously Undetectable Faults in Deep Neural Networks

26 citations · 64 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.FL2020★ 1 cited

Hardware/Software Co-verification Using Path-based Symbolic Execution

Rajdeep Mukherjee, Saurabh Joshi, John O'Leary +2

Conventional tools for formal hardware/software co-verification use bounded model checking techniques to construct a single monolithic propositional formula. Formulas generated in…

cs.CV2020★ 9 cited

Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities

Isaac Dunn, Laura Hanu, Hadrien Pouget +2

We cannot guarantee that training datasets are representative of the distribution of inputs that will be encountered during deployment. So we must have confidence that our models d…

cs.FL2020

Learning Concise Models from Long Execution Traces

Natasha Yogananda Jeppu, Tom Melham, Daniel Kroening +1

Abstract models of system-level behaviour have applications in design exploration, analysis, testing and verification. We describe a new algorithm for automatically extracting usef…

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