Search Results for author: Vignesh Sivaramakrishnan

Found 1 papers, 0 papers with code

Probabilistic Verification of ReLU Neural Networks via Characteristic Functions

no code implementations3 Dec 2022 Joshua Pilipovsky, Vignesh Sivaramakrishnan, Meeko M. K. Oishi, Panagiotis Tsiotras

Verifying the input-output relationships of a neural network so as to achieve some desired performance specification is a difficult, yet important, problem due to the growing ubiquity of neural nets in many engineering applications.

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