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264 directly classified papers

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Papers

Optimality, Accuracy, and Efficiency of an Exact Functional Test IJCAI 2020
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis AISTATS 2020
Testing Goodness of Fit of Conditional Density Models with Kernels UAI 2020
Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020
Minimax Rate for Learning From Pairwise Comparisons in the BTL Model ICML 2020
Prediction regions through Inverse Regression JMLR 2020
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Generalized Score Matching for Non-Negative Data JMLR 2019
Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019
An asymptotic analysis of distributed nonparametric methods JMLR 2019
Learning Unfaithful $K$-separable Gaussian Graphical Models JMLR 2019
An Efficient Two Step Algorithm for High Dimensional Change Point Regression Models Without Grid Search JMLR 2019
Approximate Profile Maximum Likelihood JMLR 2019
Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019
Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019
A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data AAAI 2019
What Kind of Language Is Hard to Language-Model? ACL 2019
Exemplar Based Mixture Models with Censored Data ACML 2019
MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases NIPS 2019
Differentially Private Uniformly Most Powerful Tests for Binomial Data NIPS 2018
Local Private Hypothesis Testing: Chi-Square Tests ICML 2018
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018