A Cheap Bootstrap Method for Fast Inference

31 January 2022

Papers citing "A Cheap Bootstrap Method for Fast Inference"

9 / 9 papers shown

Title
Statistically Optimal Uncertainty Quantification for Expensive Black-Box Models Shengyi He Henry Lam 19 0 0 12 Aug 2024
Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty Kaizhao Liu Jose H. Blanchet Lexing Ying Yiping Lu 36 0 0 29 Apr 2024
Resampling Stochastic Gradient Descent Cheaply for Efficient Uncertainty Quantification Henry Lam Zitong Wang 19 1 0 17 Oct 2023
Overlapping Batch Confidence Intervals on Statistical Functionals Constructed from Time Series: Application to Quantiles, Optimization, and Estimation Ziwei Su R. Pasupathy Yingchieh Yeh Peter Glynn 15 4 0 17 Jul 2023
$Inference for Projection Parameters in Linear Regression: beyond $d = o(n^{1/2})$$ Inference for Projection Parameters in Linear Regression: beyond $d = o(n^{1/2})$ Woonyoung Chang Arun K. Kuchibhotla Alessandro Rinaldo 18 3 0 03 Jul 2023
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks Ziyi Huang H. Lam Haofeng Zhang UQCV 20 4 0 09 Jun 2023
Bootstrap in High Dimension with Low Computation H. Lam Zhen-Yan Liu 11 5 0 20 Oct 2022
The HulC: Confidence Regions from Convex Hulls Arun K. Kuchibhotla Sivaraman Balakrishnan Larry A. Wasserman 8 19 0 30 May 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016