Partially Lazy Gradient Descent for Smoothed Online Learning
A partially lazy gradient descent algorithm for smoothed online learning with switching-cost / regret trade-offs.
Optimistic Online Non-stochastic Control via FTRL
Optimistic FTRL controllers for online non-stochastic control with improved performance under accurate predictions.