Learning With Multiclass AUC: Theory and Algorithms

Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients

(2020) Zhiyuan Dang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications

(2019) Risheng Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Analysis of k-partite ranking algorithm in area under the receiver operating characteristic curve criterion

(2017) Wei Gao et al.   INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS

Support Vector Algorithms for Optimizing the Partial Area under the ROC Curve

(2017) Harikrishna Narasimhan et al.   NEURAL COMPUTATION

Statistical Optimality in Multipartite Ranking and Ordinal Regression

(2015) Kazuki Uematsu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An instance level analysis of data complexity

(2013) Michael R. Smith et al.   MACHINE LEARNING

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

(2012) Sukarna Barua et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Ranking data with ordinal labels: optimality and pairwise aggregation

(2012) Stéphan Clémençon et al.   MACHINE LEARNING