61 citations · 70 across the 5 of their papers we have counts for
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cs.LG2020★ 2 cited
Online Multitask Learning with Long-Term Memory
Mark Herbster, Stephen Pasteris, Lisa Tse
We introduce a novel online multitask setting. In this setting each task is partitioned into a sequence of segments that is unknown to the learner. Associated with each segment is…
cs.LG2019
Online Matrix Completion with Side Information
Mark Herbster, Stephen Pasteris, Lisa Tse
We give an online algorithm and prove novel mistake and regret bounds for online binary matrix completion with side information. The mistake bounds we prove are of the form $\tilde…