| Homotopy Reconstruction via the Cech Complex and the Vietoris-Rips Complex. | 0 | 0.34 | 2020 |
| PLLay - Efficient Topological Layer based on Persistent Landscapes. | 0 | 0.34 | 2020 |
| Familywise Error Rate Control by Interactive Unmasking | 0 | 0.34 | 2020 |
| Nerve Theorem on a Positive Reach set. | 0 | 0.34 | 2019 |
| Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension. | 0 | 0.34 | 2019 |
| Cautious Deep Learning. | 0 | 0.34 | 2018 |
| Hypothesis testing for densities and high-dimensional multinomials: Sharp local minimax rates | 1 | 0.36 | 2017 |
| Hypothesis testing for high-dimensional multinomials: A selective review | 2 | 0.38 | 2017 |
| Classification Accuracy as a Proxy for Two Sample Testing. | 2 | 0.36 | 2016 |
| Statistical Inference for Cluster Trees. | 0 | 0.34 | 2016 |
| Minimax rates for estimating the dimension of a manifold | 1 | 0.36 | 2016 |
| Least Ambiguous Set-Valued Classifiers With Bounded Error Levels | 3 | 0.50 | 2016 |
| A Conformal Prediction Approach to Explore Functional Data | 5 | 0.60 | 2015 |
| Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing | 3 | 0.43 | 2015 |
| On The Decreasing Power Of Kernel And Distance Based Nonparametric Hypothesis Tests In High Dimensions | 16 | 1.08 | 2015 |
| Risk Bounds For Mode Clustering. | 0 | 0.34 | 2015 |
| Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations | 15 | 0.87 | 2015 |
| Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures. | 3 | 0.42 | 2015 |
| On Clinical Pathway Discovery from Electronic Health Record Data | 3 | 0.42 | 2015 |
| A Statistical View on the Expressive Timing of Piano Rolled Chords. | 0 | 0.34 | 2015 |
| Optimal Ridge Detection using Coverage Risk | 2 | 0.49 | 2015 |
| On Estimating L22 Divergence. | 2 | 0.39 | 2015 |
| On the High Dimensional Power of a Linear-Time Two Sample Test under Mean-shift Alternatives. | 5 | 0.54 | 2015 |
| On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. | 2 | 0.72 | 2014 |
| On the High-dimensional Power of Linear-time Kernel Two-Sample Testing under Mean-difference Alternatives. | 3 | 0.44 | 2014 |
| Kernel MMD, the Median Heuristic and Distance Correlation in High Dimensions. | 2 | 0.49 | 2014 |
| Generalized Mode and Ridge Estimation. | 2 | 0.45 | 2014 |
| Nonparametric Estimation of Renyi Divergence and Friends. | 16 | 0.84 | 2014 |
| Robust Topological Inference: Distance To a Measure and Kernel Distance. | 9 | 0.67 | 2014 |
| Subsampling Methods for Persistent Homology. | 15 | 0.87 | 2014 |
| An Analysis of Active Learning with Uniform Feature Noise. | 1 | 0.37 | 2014 |
| Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations | 2 | 0.40 | 2014 |
| Distribution-Free Distribution Regression | 22 | 1.26 | 2013 |
| Differential privacy for functions and functional data | 21 | 0.90 | 2013 |
| On the Bootstrap for Persistence Diagrams and Landscapes | 5 | 0.51 | 2013 |
| Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation. | 7 | 0.64 | 2013 |
| Tight Lower Bounds for Homology Inference. | 1 | 0.40 | 2013 |
| Statistical analysis of metric graph reconstruction | 0 | 0.34 | 2013 |
| Nonparametric Inference For Density Modes. | 1 | 0.38 | 2013 |
| Cluster Trees on Manifolds. | 11 | 0.91 | 2013 |
| Estimating Undirected Graphs Under Weak Assumptions. | 1 | 0.38 | 2013 |
| Stochastic convergence of persistence landscapes and silhouettes. | 1 | 0.43 | 2013 |
| Statistical Inference For Persistent Homology | 12 | 0.98 | 2013 |
| Random Differential Privacy. | 0 | 0.34 | 2013 |
| Iterative Markov Chain Monte Carlo Computation of Reference Priors and Minimax Risk | 3 | 0.48 | 2013 |
| Uncertainty Measures and Limiting Distributions for Filament Estimation. | 0 | 0.34 | 2013 |
| The huge package for high-dimensional undirected graph estimation in R | 40 | 2.21 | 2012 |
| A comparison of the lasso and marginal regression | 23 | 1.12 | 2012 |
| Sparse Nonparametric Graphical Models | 8 | 0.64 | 2012 |
| Stability of density-based clustering | 7 | 0.68 | 2012 |
