Best-of-All-WorldsBoundsfor OnlineLearningwithFeedbackGraphs
–Neural Information Processing Systems
Here, θ() is the clique coveringnumberofthegraph. Online learning models a repeated interaction between a learner and an environment.
Neural Information Processing Systems
Feb-11-2026, 20:03:23 GMT