Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions

22 October 2013

Papers citing "Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions"

8 / 8 papers shown

Title
Learning without Concentration S. Mendelson 221 334 0 01 Jan 2014
Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation Spencer Greenberg M. Mohri 59 67 0 06 Jun 2013
Almost-everywhere algorithmic stability and generalization error S. Kutin P. Niyogi 94 173 0 12 Dec 2012
Domain Adaptation for Statistical Classifiers Hal Daumé D. Marcu OOD 94 911 0 28 Sep 2011
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 295 799 0 19 Feb 2009
Sample Selection Bias Correction Theory Corinna Cortes M. Mohri Michael Riley Afshin Rostamizadeh 101 350 0 19 May 2008
Fast rates for support vector machines using Gaussian kernels Ingo Steinwart C. Scovel 286 284 0 14 Aug 2007
Rejoinder: 2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization V. Koltchinskii 571 196 0 01 Aug 2007