11 citations · 14 across the 21 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
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.LG2020
Online Learning of Facility Locations
Stephen Pasteris, Ting He, Fabio Vitale +2
In this paper, we provide a rigorous theoretical investigation of an online learning version of the Facility Location problem which is motivated by emerging problems in real-world…