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10/24/2020
ATRO: Adversarial Training with a Rejection Option
This paper proposes a classification framework with a rejection option t...
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10/22/2020
Classification with Rejection Based on Cost-sensitive Classification
The goal of classification with rejection is to avoid risky misclassific...
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08/03/2020
Classification from Ambiguity Comparisons
Labeling data is an unavoidable pre-processing procedure for most machin...
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07/24/2019
Classification from Triplet Comparison Data
Learning from triplet comparison data has been extensively studied in th...
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05/21/2018
Frank-Wolfe Stein Sampling
In Bayesian inference, the posterior distributions are difficult to obta...
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05/01/2017