most citedNematus: a Toolkit for Neural Machine Translation

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stat.ML2018

Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction

Artem Sokolov, Julian Hitschler, Mayumi Ohta +1

Stochastic zeroth-order (SZO), or gradient-free, optimization allows to optimize arbitrary functions by relying only on function evaluations under parameter perturbations, however,…