Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Neural Bayesian Filtering
Christopher Solinas, Radovan Haluska, David Sychrovsky +6
Sequential estimation under partial observability requires tracking beliefs that may be high-dimensional, multimodal, and non-Gaussian. Classical Bayesian filters generalize zero-s…
cs.GT2025
Meta-Learning in Self-Play Regret Minimization
David Sychrovský, Martin Schmid, Michal Šustr +1
Regret minimization is a general approach to online optimization which plays a crucial role in many algorithms for approximating Nash equilibria in two-player zero-sum games. The l…