ICLR "conformal prediction" Papers

9 papers found

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Can Transformers Do Enumerative Geometry?

Baran Hashemi, Roderic Corominas, Alessandro Giacchetto

ICLR 2025posterarXiv:2408.14915
9
citations

CBMA: Improving Conformal Prediction through Bayesian Model Averaging

Pankaj Bhagwat, Linglong Kong, Bei Jiang

ICLR 2025posterarXiv:2511.16924
2
citations

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

ICLR 2025posterarXiv:2410.01660
5
citations

Conformal Language Model Reasoning with Coherent Factuality

Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji et al.

ICLR 2025posterarXiv:2505.17126
5
citations

Conformal Prediction Sets Can Cause Disparate Impact

Jesse Cresswell, Bhargava Kumar, Yi Sui et al.

ICLR 2025posterarXiv:2410.01888

CONTRA: Conformal Prediction Region via Normalizing Flow Transformation

Zhenhan FANG, Aixin Tan, Jian Huang

ICLR 2025poster
7
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