Infinite-Dimensional Operator/Block Kaczmarz Algorithms: Regret Bounds and $\lambda$-Effectiveness

Halyun Jeong, Palle E. T. Jorgensen, Hyun-Kyoung Kwon +1

We present a variety of projection-based linear regression algorithms with a focus on modern machine-learning models and their algorithmic performance. We study the role of the rel…