ICLR "prediction sets" Papers

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Conference

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Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

ICLR 2025posterarXiv:2410.01660
5
citations

Error-quantified Conformal Inference for Time Series

Junxi Wu, Dongjian Hu, Yajie Bao et al.

ICLR 2025oralarXiv:2502.00818
8
citations

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning

Yan Scholten, Stephan Günnemann

ICLR 2025posterarXiv:2410.09878
2
citations

Robust Conformal Prediction with a Single Binary Certificate

Soroush H. Zargarbashi, Aleksandar Bojchevski

ICLR 2025posterarXiv:2503.05239
3
citations

Valid Conformal Prediction for Dynamic GNNs

Ed Davis, Ian Gallagher, Daniel Lawson et al.

ICLR 2025posterarXiv:2405.19230
7
citations