ICLR Poster "conformal prediction" Papers
12 papers found
A Generic Framework for Conformal Fairness
Aditya Vadlamani, Anutam Srinivasan, Pranav Maneriker et al.
ICLR 2025posterarXiv:2505.16115
5
citations
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
8
citations
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
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 2025posterarXiv:2410.08174
Valid Conformal Prediction for Dynamic GNNs
Ed Davis, Ian Gallagher, Daniel Lawson et al.
ICLR 2025posterarXiv:2405.19230
7
citations
Wasserstein-Regularized Conformal Prediction under General Distribution Shift
Rui Xu, Chao Chen, Yue Sun et al.
ICLR 2025posterarXiv:2501.13430
5
citations