most citedExploration vs. Exploitation in the Information Filtering Problem

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

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…