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CertRL: Formalizing Convergence Proofs for Value and Policy Iteration in Coq

Sep 23, 2020
Koundinya Vajjha, Avraham Shinnar, Vasily Pestun, Barry Trager, Nathan Fulton

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Verification of ML Systems via Reparameterization

Jul 14, 2020
Jean-Baptiste Tristan, Joseph Tassarotti, Koundinya Vajjha, Michael L. Wick, Anindya Banerjee

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A Formal Proof of PAC Learnability for Decision Stumps

Nov 29, 2019
Joseph Tassarotti, Jean-Baptiste Tristan, Koundinya Vajjha

* 16 pages 

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