no code implementations • AAAI Workshop CLeaR 2022 • Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter
A major limiting factor in graphical model inference is the complexity of computing the partition function.
no code implementations • 15 Jan 2014 • Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl's belief propagation algorithm (BP).