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Exploiting Intra-Annotator Rating Consistency Through Copeland’s Method for Estimation of Ground Truth Labels in Couples’ Therapy Interspeech 2017 Functional Principal Component Analysis of Vocal Tract Area Functions Interspeech 2017 Generalized Pseudolikelihood Methods for Inverse Covariance Estimation AISTATS 2017 Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising JMLR 2017 Group Additive Structure Identification for Kernel Nonparametric Regression NeurIPS 2017 High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017 High-Dimensional Structured Quantile Regression ICML 2017 Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NeurIPS 2017 How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017 Inverse Covariance Estimation with Structured Groups IJCAI 2017 Kernel Feature Selection via Conditional Covariance Minimization NeurIPS 2017 Learning Multivariate Log-concave Distributions COLT 2017 Learning Populations of Parameters NeurIPS 2017 Linguistic analysis of differences in portrayal of movie characters ACL 2017 Matrix Completion with Noisy Entries and Outliers JMLR 2017 Maxing and Ranking with Few Assumptions NeurIPS 2017 Minimax Estimation of Bandable Precision Matrices NeurIPS 2017 Minimax Estimation of Kernel Mean Embeddings JMLR 2017 Noisy Population Recovery from Unknown Noise COLT 2017 Nonparanormal Information Estimation ICML 2017 On the Duration of Mandarin Tones Interspeech 2017 On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NeurIPS 2017 Optimal Shrinkage of Singular Values Under Random Data Contamination NeurIPS 2017 Parallel Streaming Wasserstein Barycenters NeurIPS 2017 Performance Bounds for Graphical Record Linkage AISTATS 2017