A Mean Field View of the Landscape of Two-Layers Neural Networks
CMSA 20 Garden Street, Cambridge, MA, United StatesSpeaker: Andrea Montanari (Stanford) Title: A Mean Field View of the Landscape of Two-Layers Neural Networks Abstract: Multi-layer neural networks are among the most powerful models in machine learning and yet, the fundamental reasons for this success defy mathematical understanding. Learning a neural network requires to optimize a highly non-convex and high-dimensional objective (risk function), a problem which […]