Statistics

Data Amplification: A Unified and Competitive Approach to Property Estimation NeurIPS 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Derivative Estimation in Random Design NeurIPS 2018 Detecting Syntactic Features of Translated Chinese NAACL 2018 Differentially Private Database Release via Kernel Mean Embeddings ICML 2018 Differentially Private Identity and Equivalence Testing of Discrete Distributions ICML 2018 Differentially Private Testing of Identity and Closeness of Discrete Distributions NeurIPS 2018 Differentially Private Uniformly Most Powerful Tests for Binomial Data NeurIPS 2018 Estimation of the Vocal Tract Length of Vowel Sounds Based on the Frequency of the Significant Spectral Valley Interspeech 2018 Estimation with Incomplete Data: The Linear Case IJCAI 2018 Exact and Robust Conformal Inference Methods for Predictive Machine Learning with Dependent Data COLT 2018 Goodness-of-Fit Testing for Discrete Distributions via Stein Discrepancy ICML 2018 Graphical Models for Non-Negative Data Using Generalized Score Matching AISTATS 2018 INSPECTRE: Privately Estimating the Unseen ICML 2018 Kernel Conditional Exponential Family AISTATS 2018 Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions JMLR 2018 Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018 Learning from Comparisons and Choices JMLR 2018 Leveraged volume sampling for linear regression NeurIPS 2018 Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018 Local Private Hypothesis Testing: Chi-Square Tests ICML 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Narrative Schema Stability in News Text COLING 2018 Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities COLT 2018 Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power ACL 2018