Learning without Concentration
Work
Year: 2015
Type: article
Abstract: We obtain sharp bounds on the estimation error of the Empirical Risk Minimization procedure, performed in a convex class and with respect to the squared loss, without assuming that class members and t... more
Source: Journal of the ACM
Author Shahar Mendelson
Institution Technion – Israel Institute of Technology
Cites: 31
Cited by: 208
Related to: 10
FWCI: 18.11
Citation percentile (by year/subfield): 93.69
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: green