Conformal prediction under ambiguous ground truth

Conformal prediction under ambiguous ground truth

18 July 2023

Abhijit Guha Roy

Tatiana Matejovicova

Patricia Strachan

Papers citing "Conformal prediction under ambiguous ground truth"

15 / 15 papers shown

Title
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting Shai Feldman Stephen Bates Yaniv Romano 22 0 0 07 May 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio David Stutz Shuo Li Arnaud Doucet UQCV 57 4 0 07 Nov 2024
Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography A. Gu Michael Y. Tsang H. Vaseli Teresa Tsang Purang Abolmaesumi 20 2 0 15 Sep 2024
Entropy Reweighted Conformal Classification Rui Luo Nicolo Colombo 20 6 0 24 Jul 2024
Weighted Aggregation of Conformity Scores for Classification Rui Luo Zhixin Zhou 25 9 0 14 Jul 2024
Meta-Analysis with Untrusted Data Shiva Kaul Geoffrey J. Gordon CML 14 1 0 12 Jul 2024
Towards Human-AI Complementarity with Predictions Sets Giovanni De Toni Nastaran Okati Suhas Thejaswi Eleni Straitouri Manuel Gomez Rodriguez 33 5 0 27 May 2024
Conformalized Credal Set Predictors Alireza Javanmardi David Stutz Eyke Hüllermeier 22 10 0 16 Feb 2024
Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data Shiladitya Dutta Hongbo Wei L. Laan Ahmed Alaa 30 5 0 15 Oct 2023
Designing Decision Support Systems Using Counterfactual Prediction Sets Eleni Straitouri Manuel Gomez Rodriguez OffRL 18 12 0 06 Jun 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014
Combining p-values via averaging V. Vovk Ruodu Wang FedML 52 205 0 20 Dec 2012
Cross-conformal predictors V. Vovk 110 173 0 03 Aug 2012