arXiv preprint arXiv:2006.07474 , year=

Efficient epistemic uncertainty estimation in regression ensemble models using pairwise-distance estimators , author= · 2006 · arXiv 2006.07474

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cs.LG · 2026-06-23 · unverdicted · novelty 6.0

Extends VBI to QR and CR for analytic ELBO and predictive densities in multi-modal regression, outperforming baselines and enabling active learning.

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Efficient Analytic Uncertainty Quantification for Multi-Modal Regression cs.LG · 2026-06-23 · unverdicted · none · ref 35
Extends VBI to QR and CR for analytic ELBO and predictive densities in multi-modal regression, outperforming baselines and enabling active learning.