Publicly-Verifiable Certificates for Statistical Algorithms
Michael Ngo, Michael P. Kim
cs.LG, cs.CR, cs.DS
Submitted: 2026-07-17
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Efficient Public Verification of Private ML via Regularization
- How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
- A New Analysis of Differential Privacy's Generalization Guarantees
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