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20122021
most citedEmpirical Analysis of Predictive Algorithms for Collaborative Filtering

4.5k citations · 5.7k across the 23 of their papers we have counts for

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cs.LG2021★ 10 cited

Likelihoods and Parameter Priors for Bayesian Networks

David Heckerman, Dan Geiger

We develop simple methods for constructing likelihoods and parameter priors for learning about the parameters and structure of a Bayesian network. In particular, we introduce sever…

stat.ML2021★ 102 cited

Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions

Dan Geiger, David Heckerman

We develop simple methods for constructing parameter priors for model choice among Directed Acyclic Graphical (DAG) models. In particular, we introduce several assumptions that per…