The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams

Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi

Stream mining poses unique challenges to machine learning: predictive models are required to be scalable, incrementally trainable, must remain bounded in size (even when the data s…