Sparsity-Based Interpolation of External, Internal and Swap Regret

Zhou Lu, Y. Jennifer Sun, Zhiyu Zhang

Focusing on the expert problem in online learning, this paper studies the interpolation of several performance metrics via $\ddot{I}•$-regret minimization, which measures the total loss o…