no code implementations • NeurIPS 2021 • Julian Katz-Samuels, Blake Mason, Kevin Jamieson, Rob Nowak
We begin our investigation with the observation that agnostic algorithms \emph{cannot} be minimax-optimal in the realizable setting.
no code implementations • NeurIPS 2015 • Kevin G. Jamieson, Lalit Jain, Chris Fernandez, Nicholas J. Glattard, Rob Nowak
Active learning methods automatically adapt data collection by selecting the most informative samples in order to accelerate machine learning.