20 citations · 34 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 14 cited
Hierarchical Exploration for Accelerating Contextual Bandits
Yisong Yue, Sue Ann Hong, Carlos Guestrin
Contextual bandit learning is an increasingly popular approach to optimizing recommender systems via user feedback, but can be slow to converge in practice due to the need for expl…
cs.LO2012★ 20 cited
First-Order Mixed Integer Linear Programming
Geoffrey Gordon, Sue Ann Hong, Miroslav Dudik
Mixed integer linear programming (MILP) is a powerful representation often used to formulate decision-making problems under uncertainty. However, it lacks a natural mechanism to re…