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10/31/2022
Scoring Black-Box Models for Adversarial Robustness
Deep neural networks are susceptible to adversarial inputs and various m...
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09/10/2021
PAC Mode Estimation using PPR Martingale Confidence Sequences
We consider the problem of correctly identifying the mode of a discrete ...
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03/22/2021
Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections
Joint probability mass function (PMF) estimation is a fundamental machin...
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01/07/2019