Symphony in the latent space: provably integrating high-dimensional techniques with non-linear machine learning models

This paper revisits building machine learning algorithms that involve interactions between entities, such as those between financial assets in an actively managed portfolio, or interactions between users in a social network. Our goal is to forecast the future evolution of ensembles of multivariate t...

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Bibliographic Details
Main Authors: Wu, Q, Li, J, Liu, Z, Li, Y, Cucuringu, M
Format: Conference item
Language:English
Published: AAAI Press 2023