@article{senapati2022proximal, title={Proximal Algorithms for Smoothed Online Convex Optimization with Predictions}, author={Senapati, Spandan and Shenai, Ashwin and Rajawat, Ketan}, journal={arXiv preprint arXiv:2212.04459}, year={2022} }
We propose receding horizon proximal-descent algorithms for solving smoothed online convex optimizations problems, which outperform the existing gradient-based algorithms.