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Least Ambiguous Set-Valued Classifiers with Bounded Error Levels

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels

Mauricio Sadinle
Jing Lei
Larry A. Wasserman
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Papers citing "Least Ambiguous Set-Valued Classifiers with Bounded Error Levels"

17 / 17 papers shown
Title
A Generic Framework for Conformal Fairness
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
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
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
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
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction
Chen Wang
Fangxin Wang
Ruocheng Guo
Yueqing Liang
Philip S. Yu
224
4
0
21 Feb 2025
Conformal Predictions for Human Action Recognition with Vision-Language Models
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
Conformal Thresholded Intervals for Efficient Regression
Rui Luo
Zhixin Zhou
284
5
0
03 Jan 2025
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
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
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data
J. B. Graham-Knight
Jamil Fayyad
Nourhan Bayasi
Patricia Lasserre
Homayoun Najjaran
157
0
0
04 Nov 2024
Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
165
3
0
03 Nov 2024
Conformal Prediction: A Data Perspective
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
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
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
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
Conditional validity of inductive conformal predictors
V. Vovk
174
412
0
12 Sep 2012
High-dimensional generalized linear models and the lasso
High-dimensional generalized linear models and the lasso
Sara van de Geer
453
755
0
04 Apr 2008