187 citations · 423 across the 18 of their papers we have counts for
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cs.CL2016★ 12 cited
Stochastic Structured Prediction under Bandit Feedback
Artem Sokolov, Julia Kreutzer, Christopher Lo +1
Stochastic structured prediction under bandit feedback follows a learning protocol where on each of a sequence of iterations, the learner receives an input, predicts an output stru…
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,…