2025 "conformal prediction" Papers

13 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

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 Linguistic Calibration: Trading-off between Factuality and Specificity

Zhengping Jiang, Anqi Liu, Ben Van Durme

NeurIPS 2025posterarXiv:2502.19110
7
citations

Conformal Online Learning of Deep Koopman Linear Embeddings

Ben Gao, Jordan Patracone, Stephane Chretien et al.

NeurIPS 2025posterarXiv:2511.12760

Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation

Feichen Gan, Lu Youcun, Yingying Zhang et al.

NeurIPS 2025oralarXiv:2510.26026

Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations

Liviu Aolaritei, Julie Zhu, Oliver Wang et al.

NeurIPS 2025poster

Language Models Can Predict Their Own Behavior

Dhananjay Ashok, Jonathan May

NeurIPS 2025posterarXiv:2502.13329
5
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

Topology-Aware Conformal Prediction for Stream Networks

Jifan Zhang, Fangxin Wang, Zihe Song et al.

NeurIPS 2025oralarXiv:2503.04981
3
citations

Valid Conformal Prediction for Dynamic GNNs

Ed Davis, Ian Gallagher, Daniel Lawson et al.

ICLR 2025posterarXiv:2405.19230
7
citations