The adaptive projected subgradient method constrained by families of quasi-nonexpansive mappings and its application to online learning

Konstantinos Slavakis, Isao Yamada

Many online, i.e., time-adaptive, inverse problems in signal processing and machine learning fall under the wide umbrella of the asymptotic minimization of a sequence of non-negati…