Spotlight "uncertainty quantification" Papers

6 papers found

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Pierre Marza, Leo Fillioux, Sofiène Boutaj et al.

NEURIPS 2025spotlightarXiv:2507.07860
3
citations

Torch-Uncertainty: Deep Learning Uncertainty Quantification

Adrien Lafage, Olivier Laurent, Firas Gabetni et al.

NEURIPS 2025spotlight

Beyond the Norms: Detecting Prediction Errors in Regression Models

Andres Altieri, Marco Romanelli, Georg Pichler et al.

ICML 2024spotlightarXiv:2406.06968
1
citations

Conformal prediction for multi-dimensional time series by ellipsoidal sets

Chen Xu, Hanyang Jiang, Yao Xie

ICML 2024spotlightarXiv:2403.03850
39
citations

Position: Amazing Things Come From Having Many Good Models

Cynthia Rudin, Chudi Zhong, Lesia Semenova et al.

ICML 2024spotlight

Second-Order Uncertainty Quantification: A Distance-Based Approach

Yusuf Sale, Viktor Bengs, Michele Caprio et al.

ICML 2024spotlightarXiv:2312.00995
33
citations