Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Inversion-Free Natural Gradient Descent on Riemannian Manifolds
Dario Draca, Takuo Matsubara, Minh-Ngoc Tran
The natural gradient method is a central tool for statistical optimisation, but its broader application is hindered by the assumption of a Euclidean parameter space, the repeated e…
stat.ML2026
Maximin Robust Bayesian Experimental Design
Hany Abdulsamad, Sahel Iqbal, Christian A. Naesseth +2
We address the brittleness of Bayesian experimental design under model misspecification by formulating the problem as a max--min game between the experimenter and an adversarial na…