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12/03/2012
Nonparametric risk bounds for time-series forecasting
We derive generalization error bounds for traditional time-series foreca...
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11/15/2011
Estimated VC dimension for risk bounds
Vapnik-Chervonenkis (VC) dimension is a fundamental measure of the gener...
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03/04/2011
Generalization error bounds for stationary autoregressive models
We derive generalization error bounds for stationary univariate autoregr...
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03/04/2011