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Author

Nadejda Drenska

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#machine learning Preprint Sep 2026

The finite-horizon five-expert prediction problem

We give an explicit solution to the five expert prediction with expert advice partial differential equation (PDE) in the finite-time horizon setting. The solution formula establishes that the adversary's rank strategy $(1,0,1,0,0)$ is globally optimal, and the COMB strategy $(1,0,1,0,1)$ is optimal exactly on the set w...

Jeff Calder, Nadejda Drenska · 0 citations
#machine learning Preprint Aug 2026

Target-Aware State-Adaptive $p$-Dirichlet Graph Neural Regression for Non-Invasive Body-Composition Estimation

The correlation-weighted model using the original standardized measurements achieved the lowest root mean squared error in all nine primary outcome-cohort combinations and outperformed previously reported support vector regression or least-squares support vector regression reference values in eight of nine comparisons.

Nadejda Drenska, M. Lemoine, Gowri Priya Sunkara et al. · 0 citations

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