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Online Learning with Pairwise Loss Functions

Online Learning with Pairwise Loss Functions

Bernie Wang
Roni Khardon
Dmitry Pechyony
R. Jones
ArXiv (abs)PDFHTML

Papers citing "Online Learning with Pairwise Loss Functions"

6 / 6 papers shown
Title
AUC Maximization in the Era of Big Data and AI: A Survey
AUC Maximization in the Era of Big Data and AI: A Survey
Tianbao Yang
Yiming Ying
172
188
0
28 Mar 2022
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
Zhenhuan Yang
Yunwen Lei
Puyu Wang
Tianbao Yang
Yiming Ying
72
26
0
23 Nov 2021
Three rates of convergence or separation via U-statistics in a dependent framework
Three rates of convergence or separation via U-statistics in a dependent framework
Quentin Duchemin
Yohann De Castro
C. Lacour
26
0
0
24 Jun 2021
Online Pairwise Learning Algorithms with Kernels
Online Pairwise Learning Algorithms with Kernels
Yiming Ying
Ding-Xuan Zhou
62
13
0
25 Feb 2015
A Survey on Metric Learning for Feature Vectors and Structured Data
A Survey on Metric Learning for Feature Vectors and Structured Data
A. Bellet
Amaury Habrard
M. Sebban
190
681
0
28 Jun 2013
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions
Purushottam Kar
Bharath K. Sriperumbudur
Prateek Jain
H. Karnick
84
113
0
11 May 2013