77 citations · 732 across the 55 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.LG2014★ 7 cited
A Sober Look at Spectral Learning
Han Zhao, Pascal Poupart
Spectral learning recently generated lots of excitement in machine learning, largely because it is the first known method to produce consistent estimates (under suitable conditions…
cs.AI2014★ 20 cited
Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference
Wei Li, Pascal Poupart, Peter van Beek
Previous studies have demonstrated that encoding a Bayesian network into a SAT formula and then performing weighted model counting using a backtracking search algorithm can be an e…