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Statistics

122 directly classified papers

Papers per year

Papers

Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence NIPS 2024
Debiasing Synthetic Data Generated by Deep Generative Models NIPS 2024
Probabilistic size-and-shape functional mixed models NIPS 2024
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models NIPS 2024
Distributed Least Squares in Small Space via Sketching and Bias Reduction NIPS 2024
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024
Variance estimation in compound decision theory under boundedness NIPS 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Breaking the curse of dimensionality in structured density estimation NIPS 2024
Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023
Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023
Feature Adaptation for Sparse Linear Regression NIPS 2023
Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023
Robust Mean Estimation Without Moments for Symmetric Distributions NIPS 2023
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints NIPS 2023
Estimation Beyond Data Reweighting: Kernel Method of Moments ICML 2023
When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality NIPS 2023
Minimax-Optimal Location Estimation NIPS 2023
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models NIPS 2023
Gardner formula for Ising perceptron models at small densities COLT 2022
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022