Sequential Classification With Empirically Observed Statistics
Sequential Classification With Empirically Observed Statistics
Motivated by real-world machine learning applications, we consider a statistical classification task in a sequential setting where test samples arrive sequentially. In addition, the generating distributions are unknown and only a set of empirically sampled sequences are available to a decision maker. The decision maker is tasked to classify a …