146 citations · 203 across the 3 of their papers we have counts for
3 papers
cs.IR2013★ 14 cited
Word Storms: Multiples of Word Clouds for Visual Comparison of Documents
Quim Castella, Charles Sutton
Word clouds are a popular tool for visualizing documents, but they are not a good tool for comparing documents, because identical words are not presented consistently across differ…
cs.LG2012★ 146 cited
Piecewise Training for Undirected Models
Charles Sutton, Andrew McCallum
For many large undirected models that arise in real-world applications, exact maximumlikelihood training is intractable, because it requires computing marginal distributions of the…
cs.LG2012★ 43 cited
Improved Dynamic Schedules for Belief Propagation
Charles Sutton, Andrew McCallum
Belief propagation and its variants are popular methods for approximate inference, but their running time and even their convergence depend greatly on the schedule used to send the…