← Mathematics
Mathematics & Optimization › Mathematics ›

Statistics

1219 directly classified papers

Papers per year

Papers

Robust Nonparametric Regression with Metric-Space Valued Output NIPS 2009
Adaptive False Discovery Rate Control under Independence and Dependence JMLR 2009
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers NIPS 2009
Submanifold density estimation NIPS 2009
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
A General Projection Property for Distribution Families NIPS 2009
Entropy Inference and the James-Stein Estimator, with Application to Nonlinear Gene Association Networks JMLR 2009
Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks JMLR 2009
Learning Nondeterministic Classifiers JMLR 2009
A Fast, Consistent Kernel Two-Sample Test NIPS 2009
White Functionals for Anomaly Detection in Dynamical Systems NIPS 2009
Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions NIPS 2009
Generalized-ICP RSS 2009
Efficient Moments-based Permutation Tests NIPS 2009
Empirical performance maximization for linear rank statistics NIPS 2008
Rademacher Complexity Bounds for Non-I.I.D. Processes NIPS 2008
Reducing statistical dependencies in natural signals using radial Gaussianization NIPS 2008
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform NIPS 2008
Mixed Membership Stochastic Blockmodels NIPS 2008
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
On Bootstrapping the ROC Curve NIPS 2008
An improved estimator of Variance Explained in the presence of noise NIPS 2008
Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008
An Extension on “Statistical Comparisons of Classifiers over Multiple Data Sets” for all Pairwise Comparisons JMLR 2008
Forecasting Web Page Views: Methods and Observations JMLR 2008