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cs.LG2024
Online Parallel Multi-Task Relationship Learning via Alternating Direction Method of Multipliers
Ruiyu Li, Peilin Zhao, Guangxia Li +2
Online multi-task learning (OMTL) enhances streaming data processing by leveraging the inherent relations among multiple tasks. It can be described as an optimization problem in wh…
cs.LG2020
Epoch-evolving Gaussian Process Guided Learning
Jiabao Cui, Xuewei Li, Bin Li +3
In this paper, we propose a novel learning scheme called epoch-evolving Gaussian Process Guided Learning (GPGL), which aims at characterizing the correlation information between th…