Active Learning for Single Neuron Models with Lipschitz Non-Linearities

Aarshvi Gajjar, Chinmay Hegde, Christopher Musco

We consider the problem of active learning for single neuron models, also sometimes called ``ridge functions'', in the agnostic setting (under adversarial label noise). Such models…