Paper "epistemic uncertainty" Papers

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Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes

Yifan Lin, Enlu Zhou

AAAI 2025paperarXiv:2301.11415
1
citations

General Uncertainty Estimation with Delta Variances

Simon Schmitt, John Shawe-Taylor, Hado van Hasselt

AAAI 2025paperarXiv:2502.14698
2
citations

Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

Xuanlong Yu, Gianni Franchi, Jindong Gu et al.

AAAI 2024paperarXiv:2308.09065
8
citations

Dynamic Knowledge Injection for AIXI Agents

Samuel Yang-Zhao, Kee Siong Ng, Marcus Hutter

AAAI 2024paperarXiv:2312.16184

One Step Closer to Unbiased Aleatoric Uncertainty Estimation

Wang Zhang, Ziwen Martin Ma, Subhro Das et al.

AAAI 2024paperarXiv:2312.10469
12
citations