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11/15/2018
Short-Term Wind-Speed Forecasting Using Kernel Spectral Hidden Markov Models
In machine learning, a nonparametric forecasting algorithm for time seri...
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03/28/2014
Characteristic Kernels and Infinitely Divisible Distributions
We connect shift-invariant characteristic kernels to infinitely divisibl...
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12/17/2013
Filtering with State-Observation Examples via Kernel Monte Carlo Filter
This paper addresses the problem of filtering with a state-space model. ...
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10/16/2012