228 citations · 798 across the 24 of their papers we have counts for
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cs.IR2021★ 2 cited
Learning to Recommend Using Non-Uniform Data
Wanning Chen, Mohsen Bayati
Learning user preferences for products based on their past purchases or reviews is at the cornerstone of modern recommendation engines. One complication in this learning task is th…
stat.ML2021★ 1 cited
The Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling
Nima Hamidi, Mohsen Bayati
In this note, we introduce a general version of the well-known elliptical potential lemma that is a widely used technique in the analysis of algorithms in sequential learning and d…