19 citations · 62 across the 15 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.CL2016★ 15 cited
Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation
Artem Sokolov, Stefan Riezler, Tanguy Urvoy
We present an approach to structured prediction from bandit feedback, called Bandit Structured Prediction, where only the value of a task loss function at a single predicted point,…
cs.LG2016★ 9 cited
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits
Pratik Gajane, Tanguy Urvoy, Fabrice Clérot
We study the K-armed dueling bandit problem which is a variation of the classical Multi-Armed Bandit (MAB) problem in which the learner receives only relative feedback about the se…