Fthi Abadi

Statistical Mechanics of On-Line Learning Under Concept Drift

2018 · Entropy

We introduce a modeling framework for the investigation of on-line machine learning processes in non-stationary environments. We exemplify the approach in terms of two specific model situations: In the first, we consider the learning of …