Statistics

Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution NeurIPS 2024 Testing Semantic Importance via Betting NeurIPS 2024 Textual Coverage of Eventive Entries in Lexical Semantic Resources COLING 2024 The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis EMNLP 2024 The surprising efficiency of temporal difference learning for rare event prediction NeurIPS 2024 Toward Conditional Distribution Calibration in Survival Prediction NeurIPS 2024 Treatment Effects Estimation By Uniform Transformer ICLR 2024 Two is Better Than One: Regularized Shrinkage of Large Minimum Variance Portfolios JMLR 2024 Understanding Higher-Order Correlations Among Semantic Components in Embeddings EMNLP 2024 Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets JMLR 2024 Universal Rates for Active Learning NeurIPS 2024 Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NeurIPS 2024 Validating Climate Models with Spherical Convolutional Wasserstein Distance NeurIPS 2024 Variance estimation in compound decision theory under boundedness NeurIPS 2024 What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024 What’s in a Name? Electrophysiological Differences in Processing Proper Nouns in Mandarin Chinese COLING 2024 Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference NeurIPS 2024 p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NeurIPS 2023 Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023 Adaptive Linear Estimating Equations NeurIPS 2023 A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging NeurIPS 2023 A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing COLT 2023 A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023 Analysis of Mean Opinion Scores in Subjective Evaluation of Synthetic Speech Based on Tail Probabilities Interspeech 2023 A Permutation-Free Kernel Independence Test JMLR 2023