conftrace_

statistical estimation

108 papers

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Co-occurring keywords

differential privacy (1016) sample complexity (1169) asymptotic normality (66) distribution estimation (71) causal inference (1630) information theory (491) local differential privacy (73) parameter estimation (274) statistical learning (351) convergence rate (607)

Papers

Fundamental Tradeoffs in Learning with Prior Information ICML 2023
Mixture Proportion Estimation Beyond Irreducibility ICML 2023
Minimax-Optimal Location Estimation NIPS 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023
Private Statistical Estimation of Many Quantiles 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
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 NIPS 2023
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy NIPS 2023
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
Entropy Estimation via Normalizing Flow AAAI 2022
IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling AAAI 2022
Data-Derived Weak Universal Consistency JMLR 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation AISTATS 2022
Estimating the Entropy of Linguistic Distributions ACL 2022
Heavy-tailed Streaming Statistical Estimation AISTATS 2022
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood NIPS 2022
Private and polynomial time algorithms for learning Gaussians and beyond COLT 2022
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
Differentially Private Covariance Revisited NIPS 2022
Private Estimation with Public Data NIPS 2022
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NIPS 2022
Statistical Estimation from Dependent Data ICML 2021
Compressed Maximum Likelihood ICML 2021