All reports by Author Shafi Goldwasser:

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TR20-058
| 24th April 2020
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Shafi Goldwasser, Guy Rothblum, Jonathan Shafer, Amir Yehudayoff#### Interactive Proofs for Verifying Machine Learning

Revisions: 1

Shafi Goldwasser, Guy Rothblum, Jonathan Shafer, Amir Yehudayoff

We consider the following question: using a source of labeled data and interaction with an untrusted prover, what is the complexity of verifying that a given hypothesis is "approximately correct"? We study interactive proof systems for PAC verification, where a verifier that interacts with a prover is required to accept ... more >>>