conftrace_
← Mathematics
Mathematics & Optimization › Mathematics ›

Statistics

1,273 papers

Papers per year

2
10
42
121
35
'05
'10
'15
'20
'25

Papers

On model selection consistency of penalized M-estimators: a geometric theory NIPS 2013
A Kernel Test for Three-Variable Interactions NIPS 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Estimating LASSO Risk and Noise Level NIPS 2013
Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis NIPS 2013
Estimating the Unseen: Improved Estimators for Entropy and other Properties NIPS 2013
Inverse Density as an Inverse Problem: the Fredholm Equation Approach NIPS 2013
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NIPS 2013
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model NIPS 2013
B-test: A Non-parametric, Low Variance Kernel Two-sample Test NIPS 2013
Spectral methods for neural characterization using generalized quadratic models NIPS 2013
PAC-Bayes-Empirical-Bernstein Inequality NIPS 2013
The Randomized Dependence Coefficient NIPS 2013
Sparse Inverse Covariance Estimation with Calibration NIPS 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models NIPS 2013
Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series AISTATS 2013
A Competitive Test for Uniformity of Monotone Distributions AISTATS 2013
Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers AISTATS 2013
A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013
Structure Learning of Mixed Graphical Models AISTATS 2013
High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers AISTATS 2013
Passive Learning with Target Risk COLT 2013
Blind Signal Separation in the Presence of Gaussian Noise COLT 2013
Consistency of Robust Kernel Density Estimators COLT 2013