254 citations · 392 across the 8 of their papers we have counts for
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stat.ML2014★ 113 cited
Mondrian Forests: Efficient Online Random Forests
Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh
Ensembles of randomized decision trees, usually referred to as random forests, are widely used for classification and regression tasks in machine learning and statistics. Random fo…
stat.ML2012★ 9 cited
The Infinite Latent Events Model
David Wingate, Noah Goodman, Daniel Roy +1
We present the Infinite Latent Events Model, a nonparametric hierarchical Bayesian distribution over infinite dimensional Dynamic Bayesian Networks with binary state representation…