"conformal prediction" Papers
56 papers found • Page 2 of 2
Conference
Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
Joren Brunekreef, Eric Marcus, Ray Sheombarsing et al.
CVPR 2024arXiv:2311.11837
15
citations
Language Models with Conformal Factuality Guarantees
Christopher Mohri, Tatsunori Hashimoto
ICML 2024arXiv:2402.10978
85
citations
Robust Yet Efficient Conformal Prediction Sets
Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski
ICML 2024arXiv:2407.09165
18
citations
Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction
Jeffrey Wen, Rizwan Ahmad, Phillip Schniter
ECCV 2024arXiv:2405.18527
5
citations
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Ziquan Liu, Yufei Cui, Yan Yan et al.
ICML 2024arXiv:2405.08886
9
citations
Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction
Wei Qian, Chenxu Zhao, Yangyi Li et al.
AAAI 2024paperarXiv:2401.01549
10
citations