Google DeepMind; University of Toronto, Vector Institute
Stephan Rabanser, Anvith Thudi, Abhradeep Guha Thakurta, Krishnamurthy Dvijotham, Nicolas Papernot
differential privacy;selective classification;selective prediction;abstain option;reject option;uncertainty quantification;misclassification detection
Training Private Models That Know What They Don’t Know