Optimal stopping via distribution regression: a higher rank signature approach

Distribution Regression on path-space refers to the task of learning functions mapping the law of a stochastic process to a scalar target. The learning procedure based on the notion of path-signature, i.e. a classical transform from rough path theory, was widely used to approximate weakly continuous...

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Main Authors: Horvath, B, Lemercier, M, Liu, C, Lyons, T, Salvi, C
格式: Internet publication
語言:English
出版: 2023