cs.LG, stat.ME

Central limit theorems for the outputs of fully convolutional neural networks with time series input

arXiv:2603.29612v1 Announce Type: cross
Abstract: Deep learning is widely deployed for time series learning tasks such as classification and forecasting. Despite the empirical successes, only little theory has been developed so far in the time series …