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stat.ML2018★ 2 cited
Improving pairwise comparison models using Empirical Bayes shrinkage
Stephen Ragain, Alexander Peysakhovich, Johan Ugander
Comparison data arises in many important contexts, e.g. shopping, web clicks, or sports competitions. Typically we are given a dataset of comparisons and wish to train a model to m…
stat.ML2016★ 28 cited
Pairwise Choice Markov Chains
Stephen Ragain, Johan Ugander
As datasets capturing human choices grow in richness and scale -- particularly in online domains -- there is an increasing need for choice models that escape traditional choice-the…