Poster "prediction sets" Papers

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CBMA: Improving Conformal Prediction through Bayesian Model Averaging

Pankaj Bhagwat, Linglong Kong, Bei Jiang

ICLR 2025arXiv:2511.16924
2
citations

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

ICLR 2025arXiv:2410.01660
5
citations

Conformal Prediction Sets Can Cause Disparate Impact

Jesse Cresswell, Bhargava Kumar, Yi Sui et al.

ICLR 2025arXiv:2410.01888
8
citations

Exploring the Noise Robustness of Online Conformal Prediction

HuaJun Xi, Kangdao Liu, Hao Zeng et al.

NEURIPS 2025arXiv:2501.18363
2
citations

One Sample is Enough to Make Conformal Prediction Robust

Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski

NEURIPS 2025arXiv:2506.16553
3
citations

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning

Yan Scholten, Stephan Günnemann

ICLR 2025arXiv:2410.09878
2
citations

Robust Conformal Prediction with a Single Binary Certificate

Soroush H. Zargarbashi, Aleksandar Bojchevski

ICLR 2025arXiv:2503.05239
3
citations

Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models

Qingni Wang, Tiantian Geng, Zhiyuan Wang et al.

ICLR 2025arXiv:2410.08174
14
citations

Valid Conformal Prediction for Dynamic GNNs

Ed Davis, Ian Gallagher, Daniel Lawson et al.

ICLR 2025arXiv:2405.19230
7
citations

Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference

Luca Masserano, Alexander Shen, Michele Doro et al.

ICML 2024arXiv:2402.05330

Conformal Prediction for Deep Classifier via Label Ranking

Jianguo Huang, HuaJun Xi, Linjun Zhang et al.

ICML 2024arXiv:2310.06430
43
citations

Conformal Prediction with Learned Features

Shayan Kiyani, George J. Pappas, Hamed Hassani

ICML 2024arXiv:2404.17487
19
citations

Robust Yet Efficient Conformal Prediction Sets

Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski

ICML 2024arXiv:2407.09165
18
citations