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1,273 papers

Papers per year

2
10
42
121
35
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Papers

Non-convex Statistical Optimization for Sparse Tensor Graphical Model NIPS 2015
Private Graphon Estimation for Sparse Graphs NIPS 2015
Fast Two-Sample Testing with Analytic Representations of Probability Measures NIPS 2015
Competitive Distribution Estimation: Why is Good-Turing Good NIPS 2015
Structured Estimation with Atomic Norms: General Bounds and Applications NIPS 2015
M-Statistic for Kernel Change-Point Detection NIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NIPS 2015
Generalized Linear Models for Aggregated Data AISTATS 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
Dimensionality estimation without distances AISTATS 2015
Data modeling with the elliptical gamma distribution AISTATS 2015
Missing at Random in Graphical Models AISTATS 2015
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015
Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
On Learning Distributions from their Samples COLT 2015
Exact Bias Correction and Covariance Estimation for Stereo Vision CVPR 2015
A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015
An Efficient Statistical Method for Image Noise Level Estimation ICCV 2015
On Statistical Analysis of Neuroimages With Imperfect Registration ICCV 2015
Shell PCA: Statistical Shape Modelling in Shell Space ICCV 2015
Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015
A low variance consistent test of relative dependency ICML 2015
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
Stay on path: PCA along graph paths ICML 2015