Papers citing 'One-Pass AUC Optimization'

Title
Risk Bounds for Low Cost Bipartite Ranking San Gultekin John Paisley 48 1 0 02 Dec 2019
Variance Reduced Stochastic Proximal Algorithm for AUC Maximization Soham Dan Dushyant Sahoo 139 3 0 08 Nov 2019
Stochastic AUC Maximization with Deep Neural Networks Mingrui Liu Zhuoning Yuan Yiming Ying Tianbao Yang 151 110 0 28 Aug 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization Wanli Shi Bin Gu Xiang Li Xiang Geng Heng-Chiao Huang 94 15 0 29 Jul 2019
Learning Personalized Attribute Preference via Multi-task AUC Optimization Zhiyong Yang Qianqian Xu Xiaochun Cao Qingming Huang 48 5 0 18 Jun 2019
Stochastic Proximal AUC Maximization Yunwen Lei Yiming Ying 86 27 0 14 Jun 2019
Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning Wei Shen Zhenhuan Yang Yiming Ying Xiaoming Yuan 83 17 0 25 Apr 2019
Knowledge Integrated Classifier Design Based on Utility Optimization Shaohan Chen Chuanhou Gao 45 0 0 05 Sep 2018
MBA: Mini-Batch AUC Optimization San Gultekin A. Saha A. Ratnaparkhi John Paisley 125 23 0 29 May 2018
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication Zebang Shen Aryan Mokhtari Tengfei Zhou P. Zhao Hui Qian 158 58 0 25 May 2018
A Univariate Bound of Area Under ROC Siwei Lyu Yiming Ying 84 11 0 16 Apr 2018
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 169 695 0 08 Feb 2018
Scalable Nonlinear AUC Maximization Methods Majdi Khalid I. Ray H. Chitsaz 56 0 0 02 Oct 2017
Distribution-Free One-Pass Learning Peng Zhao Zhi Zhou 98 32 0 08 Jun 2017
Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning Tomoya Sakai Gang Niu Masashi Sugiyama 135 64 0 04 May 2017
Gradient Boosting on Stochastic Data Streams Hanzhang Hu Wen Sun Arun Venkatraman M. Hebert J. Andrew Bagnell 49 12 0 01 Mar 2017
A Sparse Nonlinear Classifier Design Using AUC Optimization Vishal Kakkar S. Shevade S. Sundararajan Dinesh Garg 33 9 0 27 Dec 2016
OPML: A One-Pass Closed-Form Solution for Online Metric Learning Wenbin Li Yang Gao Lei Wang Luping Zhou Jing Huo Yinghuan Shi VLM OffRL 30 21 0 29 Sep 2016
Confidence-Weighted Bipartite Ranking Majdi Khalid I. Ray H. Chitsaz 161 11 0 04 Jul 2016
One-Pass Learning with Incremental and Decremental Features Chenping Hou Zhi Zhou CLL 78 97 0 30 May 2016
Efficient Second Order Online Learning by Sketching Haipeng Luo Alekh Agarwal Nicolò Cesa-Bianchi John Langford 148 97 0 06 Feb 2016
Adaptive Subgradient Methods for Online AUC Maximization Yi Ding P. Zhao Guosheng Lin Yew-Soon Ong 44 10 0 01 Feb 2016
AUC Optimisation and Collaborative Filtering C. Dhanjal Romaric Gaudel Nathan Huet 43 2 0 25 Aug 2015
Perceptron like Algorithms for Online Learning to Rank Sougata Chaudhuri Ambuj Tewari 141 2 0 04 Aug 2015
Top Rank Optimization in Linear Time Nan Li Rong Jin Zhi Zhou 153 72 0 06 Oct 2014
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi Zhou 219 126 0 03 Aug 2012