59 citations · 125 across the 14 of their papers we have counts for
3 papers · 1 filter
New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice
Vladimir A. Kobzar, Robert V. Kohn, Zhilei Wang
This work addresses the classic machine learning problem of online prediction with expert advice. A new potential-based framework for the fixed horizon version of this problem has…
New Potential-Based Bounds for Prediction with Expert Advice
Vladimir A. Kobzar, Robert V. Kohn, Zhilei Wang
This work addresses the classic machine learning problem of online prediction with expert advice. We consider the finite-horizon version of this zero-sum, two-person game. Using ve…
Prediction with Expert Advice: a PDE Perspective
Nadejda Drenska, Robert V. Kohn
This work addresses a classic problem of online prediction with expert advice. We assume an adversarial opponent, and we consider both the finite-horizon and random-stopping versio…