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Bachelor thesis
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2024

Randomized Signatures and Applications in Machine Learning

This thesis explores the intersection of rough path and signature theory, reservoir computing, and machine learning, focusing on the concept of the randomized signature. The randomized signature is a dimensionality-reduced path signature that is obtained by random projection from the original signature…