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Statistics

265 papers

Papers per year

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8
14
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Papers

A Consistent Histogram Estimator for Exchangeable Graph Models ICML 2014
Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data ICML 2014
Nonparametric Estimation of Renyi Divergence and Friends ICML 2014
Learning the Parameters of Determinantal Point Process Kernels ICML 2014
On model selection consistency of penalized M-estimators: a geometric theory NIPS 2013
A Kernel Test for Three-Variable Interactions NIPS 2013
Estimating LASSO Risk and Noise Level NIPS 2013
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation NIPS 2013
Estimating the Unseen: Improved Estimators for Entropy and other Properties NIPS 2013
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NIPS 2013
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model NIPS 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition NIPS 2013
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013
PAC-Bayes-Empirical-Bernstein Inequality NIPS 2013
The Randomized Dependence Coefficient NIPS 2013
Sparse Inverse Covariance Estimation with Calibration NIPS 2013
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NIPS 2013
Generalized Method-of-Moments for Rank Aggregation NIPS 2013
Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013
Consistency of Robust Kernel Density Estimators COLT 2013
Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families COLT 2013
Complexity Theoretic Lower Bounds for Sparse Principal Component Detection COLT 2013
CODA: High Dimensional Copula Discriminant Analysis JMLR 2013
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NIPS 2012
The Perturbed Variation NIPS 2012