Online convex optimization and no-regret learning: Algorithms, guarantees and applications

E. Veronica Belmega, Panayotis Mertikopoulos, Romain Negrel +1

Spurred by the enthusiasm surrounding the "Big Data" paradigm, the mathematical and algorithmic tools of online optimization have found widespread use in problems where the trade-o…