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Statistics

265 papers

Papers per year

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8
14
13
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Papers

Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Efficient Moments-based Permutation Tests NIPS 2009
An improved estimator of Variance Explained in the presence of noise NIPS 2008
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform NIPS 2008
Testing for Homogeneity with Kernel Fisher Discriminant Analysis NIPS 2007
A Kernel Statistical Test of Independence NIPS 2007
Density Estimation under Independent Similarly Distributed Sampling Assumptions NIPS 2007
Catching Change-points with Lasso NIPS 2007
Non-parametric Modeling of Partially Ranked Data NIPS 2007
A recipe for optimizing a time-histogram NIPS 2006
Lower Bounds and Aggregation in Density Estimation JMLR 2006
Nonparametric Quantile Estimation JMLR 2006
On Model Selection Consistency of Lasso JMLR 2006
ICA Using Spacings Estimates of Entropy JMLR 2003
Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003