conftrace_

selective classification

33 papers

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Also known as

SC

Co-occurring keywords

uncertainty estimation (648) reject option (18) uncertainty quantification (1393) text classification (6793) adversarial attack (1621) deep neural network (1803) adversarial defense (325) confidence scoring (30) confidence estimation (167) deep ensemble (52)

Papers

Self-Adaptive Training: beyond Empirical Risk Minimization NIPS 2020
The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Deep Gamblers: Learning to Abstain with Portfolio Theory NIPS 2019
Selective Classification for Deep Neural Networks NIPS 2017
Active Learning via Perfect Selective Classification JMLR 2012
Agnostic Selective Classification NIPS 2011
On the Foundations of Noise-free Selective Classification JMLR 2010