${\mathcal{L}}_1$ Adaptive Optimizer for Online Time-Varying Convex Optimization

Jinrae Kim, Naira Hovakimyan

We propose an adaptive method for online time-varying (TV) convex optimization, termed ${\mathcal{L}}_1$ adaptive optimization (${\mathcal{L}}_1$-AO). TV optimizers utilize a predi…