Using stochastic computation graphs formalism for optimization of sequence-to-sequence model

Eugene Golikov, Vlad Zhukov, Maksim Kretov

Variety of machine learning problems can be formulated as an optimization task for some (surrogate) loss function. Calculation of loss function can be viewed in terms of stochastic…