Poster "deep ensembles" Papers

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Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification

Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar et al.

ICLR 2025arXiv:2405.15047
5
citations

Knowledge Distillation of Uncertainty using Deep Latent Factor Model

Sehyun Park, Jongjin Lee, Yunseop Shin et al.

NEURIPS 2025arXiv:2510.19290

Scalable Bayesian Learning with posteriors

Samuel Duffield, Kaelan Donatella, Johnathan Chiu et al.

ICLR 2025arXiv:2406.00104
7
citations

Uncertainty Quantification with the Empirical Neural Tangent Kernel

Joseph Wilson, Chris van der Heide, Liam Hodgkinson et al.

NEURIPS 2025arXiv:2502.02870
7
citations

Emergent Equivariance in Deep Ensembles

Jan Gerken, Pan Kessel

ICML 2024arXiv:2403.03103
12
citations