Search Results for author: Zhaoyang Cao

Found 2 papers, 0 papers with code

PiRL: Participant-Invariant Representation Learning for Healthcare Using Maximum Mean Discrepancy and Triplet Loss

no code implementations17 Feb 2023 Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

Due to individual heterogeneity, person-specific models are usually achieving better performance than generic (one-size-fits-all) models in data-driven health applications.

Representation Learning

PiRL: Participant-Invariant Representation Learning for Healthcare

no code implementations21 Nov 2022 Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

Due to individual heterogeneity, performance gaps are observed between generic (one-size-fits-all) models and person-specific models in data-driven health applications.

Representation Learning

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