Sentence examples for stochastic batch from inspiring English sources

The paper then proposes a simulation model with a prioritized stochastic batch arrival mechanism, considering factors that affect the total profit.

The DNN training is carried out using stochastic mini-batch gradient descend with a mini-batch size of 512 samples.

Particularly, a new stochastic mini-batch learning algorithm is proposed to train a Mahalanobis self-organising map (MSOM) model.

For training the DBN model, the mini-batch size of mini-batch stochastic gradient decent was set to 256.

Considering the need and lack of a stochastic estimator for batch distillation columns, a discrete extended Kalman filter (EKF) for binary and multicomponent systems has been developed and tested.

– Accelerated Mini-Batch Stochastic Dual Coordinate Ascent by Shai Shalev-Shwartz and Tong Zhang.

In addition, Accelerated Mini-Batch Stochastic Dual Coordinate Ascent (ASDCA) is introduced to the framework to accelerate the training.

Then, taking these pairs as input, we aim to enlarge the differences between the unmatched pairs while reducing the variations between the matched pairs, and we update the model parameters by using the mini-batch stochastic gradient descent (SGD) algorithm.

We adopt the mini-batch stochastic gradient descent (SGD) [29] and error backpropagation algorithm (BP) to train the siamese network.

The mini-batch stochastic gradient descent (SGD) is utilized to update the parameters and the weight decay is set to 0.0005 for two types of networks.

Mathematical models and model-based methods are presented for reliability-based design of the capacity of pipelines aiming to transfer material or energy in batches under stochastic operation conditions.