Two key questions for any deep learning task involve questions around its optimization. First, when should we stop training or, alternatively, how long should we train for before the gains are not ...

We consider the role of non-localities in speed-density data used to fit fundamental diagrams from vehicle trajectories. We demonstrate that the use of anticipated densities results in a clear ...