Specifying all desirable properties of a language model is challenging, but certain
requirements seem essential. Given samples from an unknown language, the trained model …

Abstract Machine learning techniques were initially designed for stationary and benign
environments, where the training and test data are assumed to be generated from the same …

In this work we study the problem of actively learning binary classifiers from a given concept
class, ie, learning by utilizing unlabeled data and submitting targeted queries about their …