Open AccessAn Adaptive Gradient Method for Online AUC Maximization
Author(s) -
Yi Ding,
Peilin Zhao,
Steven C. H. Hoi,
Yew-Soon Ong
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9577
Subject(s) - computer science , maximization , machine learning , scalability , benchmark (surveying) , stochastic gradient descent , artificial intelligence , exploit , adaptive learning , convergence (economics) , gradient descent , online algorithm , mathematical optimization , algorithm , artificial neural network , mathematics , computer security , geodesy , database , economic growth , economics , geography