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20142025
most citedExploration vs. Exploitation in the Information Filtering Problem

3 citations · 11 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.LG2014

A Markov Decision Process Analysis of the Cold Start Problem in Bayesian Information Filtering

Xiaoting Zhao, Peter I. Frazier

We consider the information filtering problem, in which we face a stream of items, and must decide which ones to forward to a user to maximize the number of relevant items shown, m…

math.OC2014★ 3 cited

Exploration vs. Exploitation in the Information Filtering Problem

Xiaoting Zhao, Peter I. Frazier

We consider information filtering, in which we face a stream of items too voluminous to process by hand (e.g., scientific articles, blog posts, emails), and must rely on a computer…