Recent work in cross-language text classification focuses on the use of automatic machine translation technology.
the learning rate schedule from PEGASOS is adopted (Shalev-Shwartz et al., 2007), and the modified Huber loss, introduced by Zhang (2004), is chosen as loss function L. 3 SGD receives two hyperparameters as input: the number of iterations T , and the regularization parameter λ.