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As Gaussian processes are used to answer increasingly complex questions, analytic solutions become scarcer and scarcer. Monte Carlo …

Dynamic time warping (DTW) is a useful method for aligning, comparing and combining time series, but it requires them to live in …

Learning physically structured representations of dynamical systems that include contact between different objects is an important …

Gaussian processes are a versatile framework for learning unknown functions in a manner that permits one to utilize prior information …

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