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11/28/2022
On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation
Devising procedures for auditing generative model privacy-utility tradeo...
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11/25/2022
LU decomposition and Toeplitz decomposition of a neural network
It is well-known that any matrix A has an LU decomposition. Less well-kn...
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11/14/2022
Path-following methods for Maximum a Posteriori estimators in Bayesian hierarchical models: How estimates depend on hyperparameters
Maximum a posteriori (MAP) estimation, like all Bayesian methods, depend...
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08/11/2022