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Gaussian processes based data augmentation and expected signature for time series classification
The signature is a fundamental object that describes paths (that is, continuous functions from an interval to a Euclidean space).
Curious Explorer: a provable exploration strategy in Policy Learning
These bounds can be used to prove PAC convergence and sample efficiency results when a PAC optimizer is plugged in Curious Explorer.
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