statistical estimation

Efficient median of means estimator COLT 2023 Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023 Fundamental Tradeoffs in Learning with Prior Information ICML 2023 Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023 Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance AAAI 2023 Minimax-Optimal Location Estimation NeurIPS 2023 Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models NeurIPS 2023 Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy NeurIPS 2023 Mixture Proportion Estimation Beyond Irreducibility ICML 2023 On Computing Pairwise Statistics with Local Differential Privacy NeurIPS 2023 Private Statistical Estimation of Many Quantiles ICML 2023 Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information AAAI 2023 Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023 Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference NeurIPS 2023 Subset-Based Instance Optimality in Private Estimation ICML 2023 Anonymized Histograms in Intermediate Privacy Models NeurIPS 2022 Data-Derived Weak Universal Consistency JMLR 2022 Differentially Private Covariance Revisited NeurIPS 2022 Differential privacy and robust statistics in high dimensions COLT 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Estimating the Entropy of Linguistic Distributions ACL 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Heavy-tailed Streaming Statistical Estimation AISTATS 2022 IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling AAAI 2022 One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation AISTATS 2022