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statistical inference

146 papers

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Co-occurring keywords

confidence interval (145) hypothesis testing (254) asymptotic normality (66) false discovery rate (75) bayesian inference (1904) uncertainty quantification (1365) parameter estimation (274) selective inference (20) differential privacy (1010) feature selection (649)

Papers

Inference under Information Constraints: Lower Bounds from Chi-Square Contraction COLT 2019
A Calibration Metric for Risk Scores with Survival Data MLHC 2019
One-Shot Marginal MAP Inference in Markov Random Fields UAI 2019
Improving Model Selection by Employing the Test Data ICML 2019
Distributed Inference for Linear Support Vector Machine JMLR 2019
Fast Threshold Tests for Detecting Discrimination AISTATS 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data NIPS 2018
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NIPS 2018
Practical Methods for Graph Two-Sample Testing NIPS 2018
Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018
Reducing Crowdsourcing to Graphon Estimation, Statistically AISTATS 2018
Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening ICML 2017
Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes NIPS 2017
Online control of the false discovery rate with decaying memory NIPS 2017
Selective Inference for Sparse High-Order Interaction Models ICML 2017
Statistical Inference with Unnormalized Discrete Models and Localized Homogeneous Divergences JMLR 2017
Rational Distortions of Learners’ Linguistic Input CONLL 2017
Exact Inference on Gaussian Graphical Models of Arbitrary Topology using Path-Sums JMLR 2016
The Statistical Performance of Collaborative Inference JMLR 2016
Statistical Inference for Pairwise Graphical Models Using Score Matching NIPS 2016
Statistical Inference for Cluster Trees NIPS 2016
Evaluating the statistical significance of biclusters NIPS 2015
Generalized Linear Models for Aggregated Data AISTATS 2015
Statistical Topological Data Analysis using Persistence Landscapes JMLR 2015
On Statistical Analysis of Neuroimages With Imperfect Registration ICCV 2015