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

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

Guillaume Lecué
S. Mendelson
ArXiv (abs)PDFHTML

Papers citing "On the optimality of the aggregate with exponential weights for low temperatures"

4 / 4 papers shown
Title
Sharper lower bounds on the performance of the empirical risk minimization algorithm
Sharper lower bounds on the performance of the empirical risk minimization algorithm
Guillaume Lecué
S. Mendelson
77
14
0
24 Feb 2011
Fast learning rates in statistical inference through aggregation
Fast learning rates in statistical inference through aggregation
Jean-Yves Audibert
123
119
0
08 Sep 2009
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
306
460
0
03 Dec 2007
Aggregation for Gaussian regression
Aggregation for Gaussian regression
F. Bunea
Alexandre B. Tsybakov
M. Wegkamp
507
362
0
19 Oct 2007