minimax risk | Sciweavers

45

JMLR
2012

170views Programming Languages» more JMLR 2012»

12 years 1 months ago

Often, high dimensional data lie close to a low-dimensional submanifold and it is of interest to understand the geometry of these submanifolds. The homology groups of a manifold a...

Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sh...

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45

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UAI
2001

144views Artificial Intelligence» more UAI 2001»

Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk

14 years 17 days ago

Download www.aladdin.cs.cmu.edu

We present an iterative Markov chain Monte Carlo algorithm for computing reference priors and minimax risk for general parametric families. Our approach uses MCMC techniques based...

John D. Lafferty, Larry A. Wasserman

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38

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COLT
2004
Springer

164views Machine Learning» more COLT 2004»

Model Selection by Bootstrap Penalization for Classification

14 years 2 months ago

Download www.cmla.ens-cachan.fr

We consider the binary classification problem. Given an i.i.d. sample drawn from the distribution of an X

Magalie Fromont

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