Statistical Learning
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Chebyshev-CantelliPAC-Bayes-BennettInequality fortheWeightedMajorityVote
Neural Information Processing Systems
We use it forempirical estimation oftheoraclebound.
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High-dimensional Asymptotics of Denoising Autoencoders
Neural Information Processing Systems
We address the problem of denoising data from a Gaussian mixture using a two-layer non-linear autoencoder with tied weights and a skip connection.
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Out-of-Distribution Generalizationin Kernel Regression
Neural Information Processing Systems
When arenoisy, this =1 inEg (called over -fitting tothetruetar24, 31, 32, 33, 34, 35, 36, 37, 38, 39, 16].
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