Juan P. Garrahan

Minibatch training of neural network ensembles via trajectory sampling

2023 · arXiv (Cornell University)

Most iterative neural network training methods use estimates of the loss function over small random subsets (or minibatches) of the data to update the parameters, which aid in decoupling the training time from the (often …