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Showing 1-10 of 18 results

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A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics

Bing, Xin, Bunea, Florentina, and Wegkamp, Marten
Bernoulli Volume 26, Number 3 (August 2020), 1765-1796.

Journal article

Adaptive estimation of the rank of the coefficient matrix in high-dimensional multivariate response regression models

Bing, Xin and Wegkamp, Marten H.
Annals of Statistics Volume 47, Number 6 (December 2019), 3157-3184.

Journal article

Weak convergence of empirical copula processes indexed by functions

Radulović, Dragan, Wegkamp, Marten, and Zhao, Yue
Bernoulli Volume 23, Number 4B (November 2017), 3346-3384.

Journal article

Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas

Wegkamp, Marten and Zhao, Yue
Bernoulli Volume 22, Number 2 (May 2016), 1184-1226.

Journal article

Asymptotic total variation tests for copulas

Fermanian, Jean-David, Radulović, Dragan, and Wegkamp, Marten
Bernoulli Volume 21, Number 3 (August 2015), 1911-1945.

Journal article

Joint variable and rank selection for parsimonious estimation of high-dimensional matrices

Bunea, Florentina, She, Yiyuan, and Wegkamp, Marten H.
Annals of Statistics Volume 40, Number 5 (October 2012), 2359-2388.

Journal article

Support vector machines with a reject option

Wegkamp, Marten and Yuan, Ming
Bernoulli Volume 17, Number 4 (November 2011), 1368-1385.

Journal article

Optimal selection of reduced rank estimators of high-dimensional matrices

Bunea, Florentina, She, Yiyuan, and Wegkamp, Marten H.
Annals of Statistics Volume 39, Number 2 (April 2011), 1282-1309.

Journal article

SPADES and mixture models

Bunea, Florentina, Tsybakov, Alexandre B., Wegkamp, Marten H., and Barbu, Adrian
Annals of Statistics Volume 38, Number 4 (August 2010), 2525-2558.

Journal article

Uniform Central Limit Theorems for pregaussian classes of functions

Radulović, Dragan and Wegkamp, Marten
From: Christian Houdré, Vladimir Koltchinskii, David M. Mason and Magda Peligrad, eds., High Dimensional Probability V: The Luminy Volume (Beachwood, Ohio, USA: Institute of Mathematical Statistics, 2009)

Book chapter
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