Alina Beygelzimer

online learning (5) supervised learning (2) multiclass classification (2) active learning (2) regret bound (2) ensemble learning (1) binary classification (1) representation learning (1) adaptive learning (1) kernel perceptron (1) policy learning (1) computational efficiency (1) conference proceedings (1) fair classification (1) sample complexity (1) agnostic learning (1) gradient boosting (1) nearest neighbor (1) classification (1) learning theory (1)