Showing 1–20 of 50 results
/ Date/ Name
Jul 18, 2011A Direct Estimation Approach to Sparse Linear Discriminant AnalysisJan 9, 2008On maxima of periodograms of stationary processesAug 10, 2009Cramér Type Moderate Deviation for the Maximum of the Periodogram with Application to Simultaneous Tests in Gene Expression Time SeriesFeb 10, 2011A Constrained L1 Minimization Approach to Sparse Precision Matrix EstimationOct 16, 2014Incorporation of Sparsity Information in Large-scale Multiple Two-sample $t$ TestsFeb 10, 2011Adaptive Thresholding for Sparse Covariance Matrix EstimationOct 16, 2013Phase Transition and Regularized Bootstrap in Large Scale $t$-tests with False Discovery Rate ControlJun 5, 2013Gaussian Graphical Model Estimation with False Discovery Rate ControlJun 18, 2020Median Matrix Completion: from Embarrassment to OptimalityOct 26, 2021Malicious Mode Attack on EV Coordinated Charging Load and MIADRC Defense StrategyMar 4, 2021Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed InferenceApr 13, 2023A review of distributed statistical inferenceDec 12, 2012Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive EstimationMar 26, 2017Testing independence with high-dimensional correlated samplesMar 26, 2023Colorless Tasks and Extension-Based ProofsSep 17, 2015Graph Estimation for Matrix-variate Gaussian DataMay 28, 2023Acceleration of stochastic gradient descent with momentum by averaging: finite-sample rates and asymptotic normalityDec 14, 2025Robust Variational Bayes by Min-Max Median AggregationJul 12, 2023Pluggable Neural Machine Translation Models via Memory-augmented AdaptersJun 16, 2021Structured DropConnect for Uncertainty Inference in Image Classification