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264 directly classified papers

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Papers

Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms COLT 2018
Estimation with Incomplete Data: The Linear Case IJCAI 2018
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018
On Nesting Monte Carlo Estimators ICML 2018
Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018
Empirical bounds for functions with weak interactions COLT 2018
INSPECTRE: Privately Estimating the Unseen ICML 2018
Differential networking with path weights in Gaussian trees PGM 2018
Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018
Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018
Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017
Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017
A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017
Differentially Private Chi-squared Test by Unit Circle Mechanism ICML 2017
Robust Gaussian Graphical Model Estimation with Arbitrary Corruption ICML 2017
Improving ROUGE for Timeline Summarization EACL 2017
Model-Powered Conditional Independence Test NIPS 2017
A Kernel Test of Goodness of Fit ICML 2016
Power of Ordered Hypothesis Testing ICML 2016
Comparing Different Methods for Analyzing ERP Signals INTERSPEECH 2016
On the Influence of Gender on Interruptions in Multiparty Dialogue INTERSPEECH 2016
Exemplar Dynamics in Phonetic Convergence of Speech Rate INTERSPEECH 2016
Kernel Mean Shrinkage Estimators JMLR 2016
A Kernelized Stein Discrepancy for Goodness-of-fit Tests ICML 2016