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06/19/2023
Understanding Generalization in the Interpolation Regime using the Rate Function
In this paper, we present a novel characterization of the smoothness of ...
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02/24/2023
Variational Linearized Laplace Approximation for Bayesian Deep Learning
Pre-trained deep neural networks can be adapted to perform uncertainty e...
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07/21/2022
Correcting Model Bias with Sparse Implicit Processes
Model selection in machine learning (ML) is a crucial part of the Bayesi...
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06/14/2022
Deep Variational Implicit Processes
Implicit processes (IPs) are a generalization of Gaussian processes (GPs...
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10/26/2021
