conference paper
Learning with Rejection
Corinna Cortesa, Giulia DeSalvob✉, Mehryar Mohria b
- aGoogle Research, 111 8th Avenue, New York, NY, USA
- bCourant Institute of Mathematical Sciences, 251 Mercer Street, New York, NY, USA
- ✉Corresponding author
Lecture notes in computer scienceSpringer Science+Business Media2016-01-01 367 citations34 references
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Abstract
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TL;DRA novel framework for classification with a rejected option that consists of simultaneously learning two functions: a classifier along with a rejection function and the results of several experiments are reported showing that the kernel-based algorithms can yield a notable improvement over the best existing confidence-based rejection algorithm. (Semantic Scholar)