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Distribution-Free Prediction Sets for Two-Layer Hierarchical Models

20 September 2018

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

24 / 24 papers shown

Title
Synthetic-Powered Predictive Inference Meshi Bashari Roy Maor Lotan Yonghoon Lee Edgar Dobriban Yaniv Romano 113 0 0 19 May 2025
Conditional Conformal Risk Adaptation Rui Luo Zhixin Zhou MedIm 170 2 0 10 Apr 2025
Conformal Prediction for Hierarchical Data Guillaume Principato Yvenn Amara-Ouali Y. Goude Bachir Hamrouche Jean-Michel Poggi Gilles Stoltz AI4TS 152 1 0 20 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.0K 5 0 09 Oct 2024
Conformal Structured Prediction Botong Zhang Shuo Li Osbert Bastani 118 0 0 08 Oct 2024
Uncertainty quantification for intervals Carlos García-Meixide Michael R. Kosorok Marcos Matabuena CML 109 0 0 29 Aug 2024
JANET: Joint Adaptive predictioN-region Estimation for Time-series Eshant English Eliot Wong-Toi Matteo Fontana Stephan Mandt Padhraic Smyth Christoph Lippert AI4TS 249 2 0 08 Jul 2024
Multi-Source Conformal Inference Under Distribution Shift Yi Liu Alexander W. Levis Sharon-Lise T. Normand Larry Han OOD 224 9 0 15 May 2024
Informativeness of Weighted Conformal Prediction Mufang Ying Wenge Guo K. Khamaru Ying Hung 177 2 0 10 May 2024
Uncertainty quantification in metric spaces Gábor Lugosi Marcos Matabuena 139 5 0 08 May 2024
Predictive Inference in Multi-environment Scenarios John C. Duchi Suyash Gupta Kuanhao Jiang Pragya Sur 66 6 0 25 Mar 2024
Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes Victor Dheur T. Bosser Rafael Izbicki Souhaib Ben Taieb AI4TS 192 6 0 09 Jan 2024
SymmPI: Predictive Inference for Data with Group Symmetries Yan Sun Mengxin Yu 110 2 0 26 Dec 2023
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Yan Sun Osbert Bastani 103 9 0 19 Oct 2023
Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data Kevin Kasa Graham W. Taylor 94 4 0 03 Jul 2023
Distribution-free inference with hierarchical data Yonghoon Lee Rina Foygel Barber Rebecca Willett 89 11 0 10 Jun 2023
Conformal Inference for Invariant Risk Minimization Wenlu Tang Zicheng Liu 83 0 0 22 May 2023
Design-based conformal prediction J. Wieczorek 56 2 0 02 Mar 2023
Distribution Free Prediction Sets for Node Classification J. Clarkson AI4CE 125 25 0 26 Nov 2022
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 77 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 74 5 0 26 Oct 2022
PAC Prediction Sets for Meta-Learning Sangdon Park Yan Sun Insup Lee Osbert Bastani 96 16 0 06 Jul 2022
A Confidence Machine for Sparse High-Order Interaction Model Diptesh Das Eugène Ndiaye Ichiro Takeuchi TPM 64 2 0 28 May 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 146 54 0 12 May 2022