CLASP: An online learning algorithm for Convex Losses And Squared Penalties

Ricardo N. Ferreira, João Xavier, Cláudia Soares

We study Constrained Online Convex Optimization (COCO), where a learner chooses actions iteratively, observes both unanticipated convex loss and convex constraint, and accumulates…