Statistics

Cross-Lingual Examination of Language Features and Cognitive Scores From Free Speech COLING 2024 Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024 Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions AISTATS 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Diachronic change in verb usage statistics predicts differences in sentence processing across the lifespan ACL 2024 Dimension-free Private Mean Estimation for Anisotropic Distributions NeurIPS 2024 Dimension-free Structured Covariance Estimation COLT 2024 Dissimilarity Bandits AISTATS 2024 Distributed Least Squares in Small Space via Sketching and Bias Reduction NeurIPS 2024 Distributional Properties of Subword Regularization EMNLP 2024 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024 Doing Phonetics in the Rift Valley: Sound Systems of Maasai, Iraqw and Hadza COLING 2024 DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NeurIPS 2024 Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024 Effect Size Estimation for Duration Recommendation in Online Experiments: Leveraging Hierarchical Models and Objective Utility Approaches AAAI 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 Entrywise error bounds for low-rank approximations of kernel matrices NeurIPS 2024 Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction ICML 2024 Estimating the Replication Probability of Significant Classification Benchmark Experiments JMLR 2024 Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024 Experimental evaluation of MOS, AB and BWS listening test designs Interspeech 2024 Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024 False discovery proportion envelopes with m-consistency JMLR 2024 Federated Experiment Design under Distributed Differential Privacy AISTATS 2024