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Statistics

1,273 papers

Papers per year

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42
121
35
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Papers

Link Prediction in Graphs with Autoregressive Features NIPS 2012
Dimensionality Dependent PAC-Bayes Margin Bound NIPS 2012
On the Sample Complexity of Robust PCA NIPS 2012
Ensemble weighted kernel estimators for multivariate entropy estimation NIPS 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NIPS 2012
Semiparametric Principal Component Analysis NIPS 2012
Smooth-projected Neighborhood Pursuit for High-dimensional Nonparanormal Graph Estimation NIPS 2012
Active Learning of Multi-Index Function Models NIPS 2012
Assessing Blinding in Clinical Trials NIPS 2012
Transelliptical Component Analysis NIPS 2012
Near-optimal Differentially Private Principal Components NIPS 2012
A Note on Metric Properties for Some Divergence Measures: The Gaussian Case ACML 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration AISTATS 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012
Testing for Membership to the IFRA and the NBU Classes of Distributions AISTATS 2012
Reconstruction from Anisotropic Random Measurements COLT 2012
L1 Covering Numbers for Uniformly Bounded Convex Functions COLT 2012
A Kernel Two-Sample Test JMLR 2012
Consistent Model Selection Criteria on High Dimensions JMLR 2012
Robust Kernel Density Estimation JMLR 2012
State Estimation for Legged Robots - Consistent Fusion of Leg Kinematics and IMU RSS 2012
The Banana Distribution is Gaussian: A Localization Study with Exponential Coordinates RSS 2012