← Mathematics
Mathematics & Optimization › Mathematics ›

Statistics

1219 directly classified papers

Papers per year

Papers

Precision/Recall on Imbalanced Test Data AISTATS 2023
Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences ICML 2023
Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023
Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty AISTATS 2023
Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023
Differentially Private Hypothesis Testing for Linear Regression JMLR 2023
The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023
Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023
Improving multiple-try Metropolis with local balancing JMLR 2023
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy AISTATS 2023
Quantifying Network Similarity using Graph Cumulants JMLR 2023
Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023
Metrizing Weak Convergence with Maximum Mean Discrepancies JMLR 2023
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory JMLR 2023
Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator ICML 2023
Frequency Patterns of Individual Speaker Characteristics at Higher and Lower Spectral Ranges INTERSPEECH 2023
Evaluating Instrument Validity using the Principle of Independent Mechanisms JMLR 2023
Statistical Robustness of Empirical Risks in Machine Learning JMLR 2023
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing JMLR 2023
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds JMLR 2023
Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023
Adaptive Clustering Using Kernel Density Estimators JMLR 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries JMLR 2023
Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023
Bootstrap in High Dimension with Low Computation ICML 2023