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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

Statistical Inference Models for Image Datasets With Systematic Variations CVPR 2015
V-Matrix Method of Solving Statistical Inference Problems JMLR 2015
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014
Extremal Mechanisms for Local Differential Privacy NIPS 2014
Multi-scale Graphical Models for Spatio-Temporal Processes NIPS 2014
Gaussian Approximation of Collective Graphical Models ICML 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models NIPS 2013
Composite Statistical Inference for Semantic Segmentation CVPR 2013
Central Limit Theorems for Conditional Markov Chains AISTATS 2013
Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data IJCAI 2013
What do row and column marginals reveal about your dataset? NIPS 2013
Collective Graphical Models NIPS 2011
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
Differentially Private M-Estimators NIPS 2011
Improvements to the Sequence Memoizer NIPS 2010
Efficient Moments-based Permutation Tests NIPS 2009
Learning models of object structure NIPS 2009
Adaptive False Discovery Rate Control under Independence and Dependence JMLR 2009
Characteristic Kernels on Groups and Semigroups NIPS 2008
A rational model of preference learning and choice prediction by children NIPS 2008
A Bahadur Representation of the Linear Support Vector Machine JMLR 2008