Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning
Release Time:2023-09-05 Hits:
Date of Publication: 2022-10-02
Journal: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Volume: 32
Issue: 5
Page Number: 1906-1919
ISSN: 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)"