2022
On the Implicit Bias of Gradient Descent for Temporal Extrapolation
AISTATS 2022poster
When using recurrent neural networks (RNNs) it is common practice to apply trained models to sequences longer than those seen in training. This “extrapolating” usage deviates from the traditional statistical learning setup where guarantees are provided under the assumption that train and test distri…