Distribution-Free Prediction Sets for Two-Layer Hierarchical Models

20 September 2018

Papers citing "Distribution-Free Prediction Sets for Two-Layer Hierarchical Models"

12 / 12 papers shown

Title
Conformal Prediction for Hierarchical Data Guillaume Principato Yvenn Amara-Ouali Y. Goude Bachir Hamrouche Jean-Michel Poggi Gilles Stoltz AI4TS 101 1 0 20 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 239 3 0 09 Oct 2024
Conformal Structured Prediction Botong Zhang Shuo Li Osbert Bastani 40 0 0 08 Oct 2024
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data Kevin Kasa Graham W. Taylor 58 3 0 03 Jul 2023
Conformal Inference for Invariant Risk Minimization Wenlu Tang Zicheng Liu 39 0 0 22 May 2023
Design-based conformal prediction J. Wieczorek 16 2 0 02 Mar 2023
Distribution Free Prediction Sets for Node Classification J. Clarkson AI4CE 53 24 0 26 Nov 2022
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 33 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 39 5 0 26 Oct 2022
PAC Prediction Sets for Meta-Learning Sangdon Park Yan Sun Insup Lee Osbert Bastani 46 15 0 06 Jul 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 34 49 0 12 May 2022
Combining p-values via averaging V. Vovk Ruodu Wang FedML 72 206 0 20 Dec 2012