Statistics

Quantifying training challenges of dependency parsers COLING 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018 Relating Leverage Scores and Density using Regularized Christoffel Functions NeurIPS 2018 Reverse Iterative Volume Sampling for Linear Regression JMLR 2018 Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling NeurIPS 2018 Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018 SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018 Statistical Analysis and Parameter Selection for Mapper JMLR 2018 Testing for Families of Distributions via the Fourier Transform NeurIPS 2018 The Everlasting Database: Statistical Validity at a Fair Price NeurIPS 2018 The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018 The Importance of Calibration for Estimating Proportions from Annotations NAACL 2018 The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal NeurIPS 2018 The price of debiasing automatic metrics in natural language evalaution ACL 2018 Towards a Better Metric for Evaluating Question Generation Systems EMNLP 2018 Vowel Space as a Tool to Evaluate Articulation Problems Interspeech 2018 A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NeurIPS 2017 A Linear-Time Kernel Goodness-of-Fit Test NeurIPS 2017 An Objective Critical Distance Measure Based on the Relative Level of Spectral Valley Interspeech 2017 A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017 A Universal Analysis of Large-Scale Regularized Least Squares Solutions NeurIPS 2017 Does Posh English Sound Attractive? Interspeech 2017 Efficient Benchmarking of NLP APIs using Multi-armed Bandits EACL 2017 Estimation of the covariance structure of heavy-tailed distributions NeurIPS 2017 From which world is your graph NeurIPS 2017