Adaptive Learning Rates with Surrogate Probability for Follow-the-Perturbed-Leader

Jongyeong Lee, Junya Honda, Shinji Ito +1

Follow-the-regularized-leader framework has shown effectiveness and flexibility in online learning problems, where the choice of learning rates are known to be crucial. Recently, a…