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Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction
We introduce 'mixed LICORS', an algorithm for learning nonlinear, high-dimensional dynamics from spatio-temporal data, suitable for both prediction and simulation.
Forecastable Component Analysis (ForeCA)
I introduce Forecastable Component Analysis (ForeCA), a novel dimension reduction technique for temporally dependent signals.
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