Bandit Structured Prediction

method ID: banditstructuredprediction

Related Papers

Bandit structured prediction for learning from partial feedback in statistical machine translation

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

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, instead of …...

18620

Bandit Structured Prediction for Neural Sequence-to-Sequence Learning

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractBandit structured prediction describes a stochastic optimization framework where learning is performed from partial feedback. This feedback is received in the form of a task loss evaluation to a predicted …...

39978