most citedNeural signature kernels as infinite-width-depth-limits of controlled ResNets

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math.PR2023

Optimal Stopping via Distribution Regression: a Higher Rank Signature Approach

Blanka Horvath, Maud Lemercier, Chong Liu +2

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 notio…