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quant-ph2024
Belief propagation for general graphical models with loops
Pedro Hack, Jonas Hitter, Christian B. Mendl +1
There is an increasing interest in scaling tensor network methods through belief propagation (BP), as well as increasing the accuracy of BP through tensor network methods. We devel…
cs.IT2024
Order-theoretic models for decision-making: Learning, optimization, complexity and computation
Pedro Hack
The study of intelligent systems explains behaviour in terms of economic rationality. This results in an optimization principle involving a function or utility, which states that t…