Computing High-dimensional Confidence Sets for Arbitrary Distributions

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Computing High-dimensional Confidence Sets for Arbitrary Distributions

3 April 2025

Vaidehi Srinivas

Aravindan Vijayaraghavan

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Papers citing "Computing High-dimensional Confidence Sets for Arbitrary Distributions"

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Title
Volume Optimality in Conformal Prediction with Structured Prediction Sets Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 115 1 0 23 Feb 2025
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 139 25 0 14 Jun 2022
List-Decodable Mean Estimation in Nearly-PCA Time Ilias Diakonikolas D. Kane Daniel Kongsgaard Jingkai Li Kevin Tian 105 17 0 19 Nov 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 138 806 0 24 Sep 2020
Nested conformal prediction and quantile out-of-bag ensemble methods Chirag Gupta Arun K. Kuchibhotla Aaditya Ramdas MQ 199 120 0 23 Oct 2019
Learning from Untrusted Data Moses Charikar Jacob Steinhardt Gregory Valiant FedML OOD 134 300 0 07 Nov 2016
Agnostic Estimation of Mean and Covariance Kevin A. Lai Anup B. Rao Santosh Vempala 98 348 0 24 Apr 2016
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane Jingkai Li Ankur Moitra Alistair Stewart 111 513 0 21 Apr 2016
Learning by Transduction A. Gammerman V. Vovk V. Vapnik 201 516 0 30 Jan 2013