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cs.AI2020
A Time Leap Challenge for SAT Solving
Johannes K. Fichte, Markus Hecher, Stefan Szeider
We compare the impact of hardware advancement and algorithm advancement for SAT solving over the last two decades. In particular, we compare 20-year-old SAT-solvers on new computer…
cs.AI2020
Turbocharging Treewidth-Bounded Bayesian Network Structure Learning
Vaidyanathan P. R., Stefan Szeider
We present a new approach for learning the structure of a treewidth-bounded Bayesian Network (BN). The key to our approach is applying an exact method (based on MaxSAT) locally, to…