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A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models

International Conference on Machine Learning (ICML), 2023

9 October 2023

Sebastian G. Gruber

Florian Buettner

Papers citing "A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models"

2 / 2 papers shown

Title
Fine-Grained Uncertainty Decomposition in Large Language Models: A Spectral ApproachIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2025 Nassim Walha Sebastian G. Gruber Thomas Decker Yinchong Yang Alireza Javanmardi Eyke Hüllermeier Florian Buettner UQCV UD PER 411 0 0 26 Sep 2025
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Haoyi Song Ruihan Ji Naichen Shi Fan Lai Raed Al Kontar 262 1 0 11 Jun 2025