Controlled Langevin Dynamics for Sampling of Feedforward Neural Networks Trained with Minibatches

Alessandro Zambon, Francesca Caruso, Riccardo Zecchina +1

Sampling the parameter space of artificial neural networks according to a Boltzmann distribution provides insight into the geometry of low-loss solutions and offers an alternative…