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Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning

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Date of Publication:2022-10-02

Journal:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Volume:32

Issue:5

Page Number:1906-1919

ISSN No.:2162-237X

Key Words:"Task analysis; Complexity theory; Upper bound; Analytical models; Kernel; Probability; Learning systems; Covering number; generalization bound; multitask learning (MTL); task relatedness; vector-valued function learning (VFL)"

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