1.5k citations · 1.6k across the 4 of their papers we have counts for
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cs.AI2013★ 1.5k cited
Expectation Propagation for approximate Bayesian inference
Thomas P. Minka
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation", unifies two previous techniques: assumed-density filte…
cs.AI2012★ 33 cited
Structured Region Graphs: Morphing EP into GBP
Max Welling, Thomas P. Minka, Yee Whye Teh
GBP and EP are two successful algorithms for approximate probabilistic inference, which are based on different approximation strategies. An open problem in both algorithms has been…