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On the optimality of the aggregate with exponential weights for low temperatures

Lecue, G; Mendelson, Shahar

Description

Given a finite class of functions F, the problem of aggregation is to construct a procedure with a risk as close as possible to the risk of the best element in the class. A classical procedure (PAC-Bayesian statistical learning theory (2004) Paris 6, Stat

CollectionsANU Research Publications
Date published: 2013
Type: Journal article
URI: http://hdl.handle.net/1885/77760
Source: Bernoulli
DOI: 10.3150/11-BEJ408

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