Because the algorithm is greedy and the derivatives of the supervised cross-entropy error also modify the matrix W (1) , this objective is not necessarily continuous and a step in the gradient descent direction may not necessarily decrease the objective.
furthermore, we introduce a new dataset that contains distributions over a broad range of human emotions.