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1,273 papers

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Papers

Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Spectral Moment and Duration of Burst of Plosives in Speech of Children with Hearing Impairment and Typically Developing Children — A Comparative Study INTERSPEECH 2020
Spatial Resolution of Early Reflection for Speech and White Noise INTERSPEECH 2020
On Mahalanobis Distance in Functional Settings JMLR 2020
Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020
High-Dimensional Inference for Cluster-Based Graphical Models JMLR 2020
Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020
Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions JMLR 2020
Minimax Nonparametric Parallelism Test JMLR 2020
Change Point Estimation in a Dynamic Stochastic Block Model JMLR 2020
High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model JMLR 2020
Empirical Priors for Prediction in Sparse High-dimensional Linear Regression JMLR 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach JMLR 2020
Learning Sums of Independent Random Variables with Sparse Collective Support JMLR 2020
Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020
High-dimensional quantile tensor regression JMLR 2020
Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020
A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach L4DC 2020
Sample Complexity of Kalman Filtering for Unknown Systems L4DC 2020
Differentially Private Survival Function Estimation MLHC 2020
First order expansion of convex regularized estimators NIPS 2019
Concentration of risk measures: A Wasserstein distance approach NIPS 2019