Active Learning Using Smooth Relative Regret Approximations with Applications

10 October 2011

Papers citing "Active Learning Using Smooth Relative Regret Approximations with Applications"

12 / 12 papers shown

Title
Black-box Generalization of Machine Teaching Xiaofeng Cao Yaming Guo Ivor W. Tsang James T. Kwok 28 0 0 30 Jun 2022
The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient Roei Gelbhart Ran El-Yaniv 13 11 0 19 Mar 2017
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces Songbai Yan Chicheng Zhang 20 4 0 18 Feb 2017
The Utility of Abstaining in Binary Classification Akshay Balsubramani 19 3 0 26 Dec 2015
Refined Error Bounds for Several Learning Algorithms Steve Hanneke 16 38 0 22 Dec 2015
Minimax Analysis of Active Learning Steve Hanneke Liu Yang 24 108 0 03 Oct 2014
Reducing Dueling Bandits to Cardinal Bandits Nir Ailon Thorsten Joachims Zohar Karnin 35 135 0 14 May 2014
Semantic Sort: A Supervised Approach to Personalized Semantic Relatedness Ran El-Yaniv David Yanay 35 0 0 10 Nov 2013
Breaking the Small Cluster Barrier of Graph Clustering Nir Ailon Yudong Chen Huan Xu 48 38 0 19 Feb 2013
A Correlation Clustering Approach to Link Classification in Signed Networks -- Full Version -- Nicolò Cesa-Bianchi Claudio Gentile Fabio Vitale Giovanni Zappella 50 32 0 21 Jan 2013
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs Braxton Osting Christopher W. Brune Stanley J. Osher 37 19 0 26 Jul 2012
$Active Learning of Custering with Side Information Using $\eps$-Smooth Relative Regret Approximations$ Active Learning of Custering with Side Information Using $\eps$ -Smooth Relative Regret Approximations Nir Ailon Ron Begleiter 31 2 0 31 Jan 2012