Bias-Variance Decomposition on Mira Jürgenshttps://mkjuergens.github.io/tags/bias-variance-decomposition/Recent content in Bias-Variance Decomposition on Mira JürgensHugo -- 0.147.2enFri, 06 Feb 2026 00:00:00 +0000Epistemic uncertainty estimation methods are fundamentally incompletehttps://mkjuergens.github.io/research/position/Fri, 06 Feb 2026 00:00:00 +0000https://mkjuergens.github.io/research/position/We argue that current epistemic uncertainty methods are fundamentally incomplete: unaccounted bias contaminates aleatoric estimates, and existing methods capture only partial variance contributions. — Machine Learning (Springer), 2025.