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An Information Theoretic Perspective on Conformal Prediction
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An Information Theoretic Perspective on Conformal Prediction

Neural Information Processing Systems (NeurIPS), 2024
Alvaro H.C. Correia
F. V. Massoli
Christos Louizos
Arash Behboodi
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Papers citing "An Information Theoretic Perspective on Conformal Prediction"

9 / 9 papers shown
Title
On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning
On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning
Ze Peng
Jian Zhang
Jintao Guo
Lei Qi
Yang Gao
Yinghuan Shi
AAMLCLL
32
0
0
10 Oct 2025
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
Baixuan Xu
Tianshi Zheng
Zhaowei Wang
Hong Ting Tsang
Weiqi Wang
Tianqing Fang
Yangqiu Song
76
1
0
08 Oct 2025
Performance of Conformal Prediction in Capturing Aleatoric Uncertainty
Performance of Conformal Prediction in Capturing Aleatoric Uncertainty
Misgina Tsighe Hagos
Claes Lundström
36
0
0
06 Sep 2025
Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction
Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction
Arash Behboodi
Alvaro H.C. Correia
F. V. Massoli
Christos Louizos
44
1
0
04 Sep 2025
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shifts with Unlabeled Data
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shifts with Unlabeled Data
Alvaro H.C. Correia
Christos Louizos
61
0
0
14 Jul 2025
Full Conformal Adaptation of Medical Vision-Language Models
Full Conformal Adaptation of Medical Vision-Language ModelsInformation Processing in Medical Imaging (IPMI), 2025
Julio Silva-Rodríguez
Leo Fillioux
P. Cournède
Maria Vakalopoulou
Stergios Christodoulidis
Ismail Ben Ayed
Jose Dolz
VLM
118
2
0
06 Jun 2025
Conformal Prediction for Zero-Shot Models
Conformal Prediction for Zero-Shot ModelsComputer Vision and Pattern Recognition (CVPR), 2025
Julio Silva-Rodríguez
Ismail Ben Ayed
Jose Dolz
VLM
145
2
0
30 May 2025
Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
350
5
0
03 Nov 2024
C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
Kangdao Liu
Hao Zeng
Jianguo Huang
Huiping Zhuang
Chi-Man Vong
Jianguo Huang
358
6
0
12 Oct 2024

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