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quantile estimation

21 papers

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Co-occurring keywords

differential privacy (1016) multi-armed bandit (1098) statistical estimation (108) uncertainty quantification (1393) conformal prediction (215) confidence interval (146) confidence bound (29) local differential privacy (73) mean estimation (70) sparse vector technique (6)

Papers

Efficient multi-prompt evaluation of LLMs NIPS 2024
Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions RSS 2024
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Unbounded Differentially Private Quantile and Maximum Estimation NIPS 2023
Private Statistical Estimation of Many Quantiles ICML 2023
Subset-Based Instance Optimality in Private Estimation ICML 2023
A Model-Agnostic Heuristics for Selective Classification AAAI 2023
Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds JMLR 2023
One-Shot Federated Conformal Prediction ICML 2023
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods NIPS 2023
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation NIPS 2023
Differentially Private Approximate Quantiles ICML 2022
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions NIPS 2022
A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021
Universal Off-Policy Evaluation NIPS 2021
Differentially Private Quantiles ICML 2021
Quantile Bandits for Best Arms Identification ICML 2021
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NIPS 2013
Boosted Classification Trees and Class Probability/Quantile Estimation JMLR 2007