Least Ambiguous Set-Valued Classifiers with Bounded Error Levels

2 September 2016

Papers citing "Least Ambiguous Set-Valued Classifiers with Bounded Error Levels"

17 / 17 papers shown

Title
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 259 1 0 22 May 2025
Backward Conformal Prediction Etienne Gauthier Francis Bach Michael I. Jordan 106 0 0 19 May 2025
Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction Farhad Pourkamali-Anaraki 151 0 0 24 Apr 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li Amit K. Roy-Chowdhury 165 0 0 18 Mar 2025
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction Chen Wang Fangxin Wang Ruocheng Guo Yueqing Liang Philip S. Yu 217 4 0 21 Feb 2025
Conformal Predictions for Human Action Recognition with Vision-Language Models Bary Tim Fuchs Clément Macq Benoît VLM 101 0 0 10 Feb 2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates Baozhen Wang Xingye Qiao 130 1 0 28 Jan 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 282 5 0 03 Jan 2025
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging Rui Luo Jie Bao Zhixin Zhou Chuangyin Dang MedIm AAML 155 5 0 07 Nov 2024
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data J. B. Graham-Knight Jamil Fayyad Nourhan Bayasi Patricia Lasserre Homayoun Najjaran 154 0 0 04 Nov 2024
Conformal Risk Minimization with Variance Reduction Sima Noorani Orlando Romero Nicolò Dal Fabbro Hamed Hassani George Pappas 163 3 0 03 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 646 4 0 09 Oct 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 283 3 0 16 Aug 2024
Weighted Aggregation of Conformity Scores for Classification Rui Luo Zhixin Zhou 264 10 0 14 Jul 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 92 7 0 09 Feb 2024
Conditional validity of inductive conformal predictors V. Vovk 172 412 0 12 Sep 2012
High-dimensional generalized linear models and the lasso Sara van de Geer 453 755 0 04 Apr 2008