Panos Parpas

Predict globally, correct locally: Parallel-in-time optimization of neural networks

2024 · Automatica

The training of neural networks can be formulated as an optimal control problem of a dynamical system. The initial conditions of the dynamical system are given by the data. The objective of the control problem …