Constrained Online Convex Optimization with Memory and Predictions

Mohammed Abdullah, George Iosifidis, Salah Eddine Elayoubi +1

We study Constrained Online Convex Optimization with Memory (COCO-M), where both the loss and the constraints depend on a finite window of past decisions made by the learner. This…