Spike Priors is a type of prior distribution in Bayesian statistics that concentrates probability mass sharply at a specific value or set of values, thereby expressing strong a priori belief in the exactness or sparsity of model parameters.
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2017–2026
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35
Data augmentation for support vector machines
Nicholas G. Polson, Steven L. Scott · Bayesian Analysis · 2011 · 182 citations · Full text
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61
University of Chicago
Chicago, United States
4 h-index
5 publications
250 citations
University of Pennsylvania
Philadelphia, United States
3 h-index
5 publications
343 citations
Stanford University
Stanford, United States
2 h-index
2 publications
50 citations
Johns Hopkins University
Baltimore, United States
2 h-index
6 publications
141 citations
University of Florida
Gainesville, United States
2 h-index
3 publications
44 citations
Université Paris Sciences et Lettres
Paris, France
2 h-index
2 publications
55 citations
Centre National de la Recherche Scientifique
Paris, France
2 h-index
3 publications
72 citations
Technical University of Denmark
Kongens Lyngby, Denmark
2 h-index
6 publications
180 citations
1–8 of 61
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- Journal of the American Statistical Association
3 publications · 259 citations
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- arXiv (Cornell University)
Repository · 3 publications · 81 citations
3
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- The Annals of Statistics
3 publications · 177 citations
3
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- Bayesian Analysis
3 publications · 284 citations
3
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- Journal of Computational and Graphical Statistics
JCGS · 3 publications · 92 citations
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