Oral "uncertainty quantification" Papers

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

Feichen Gan, Lu Youcun, Yingying Zhang et al.

NEURIPS 2025oralarXiv:2510.26026

Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification

Zeqi Ye, Minshuo Chen

NEURIPS 2025oralarXiv:2510.02216

Error-quantified Conformal Inference for Time Series

Junxi Wu, Dongjian Hu, Yajie Bao et al.

ICLR 2025oralarXiv:2502.00818

Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula

Youssef Shehata, Benjamin Holzschuh, Nils Thuerey

Topology-Aware Conformal Prediction for Stream Networks

Jifan Zhang, Fangxin Wang, Zihe Song et al.

NEURIPS 2025oralarXiv:2503.04981

Transformers for Mixed-type Event Sequences

Felix Draxler, Yang Meng, Kai Nelson et al.

NEURIPS 2025oral

BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition

Shikai Fang, Qingsong Wen, Yingtao Luo et al.

ICML 2024oralarXiv:2308.14906

Using AI Uncertainty Quantification to Improve Human Decision-Making

Laura Marusich, Jonathan Bakdash, Yan Zhou et al.

ICML 2024oralarXiv:2309.10852