Interesting Literature
Convex and Non-Convex Optimization
Convex and Non-Convex Optimization
Visualizing the Loss Landscape of Neural Nets (2017)
Shaping the learning landscape in neural networks around wide flat minima (2019)
Why Learning of Large-Scale Neural Networks Behaves Like Convex Optimization (2019)
EASING NON-CONVEX OPTIMIZATION WITH NEURAL NETWORKS (2018)
Convex Neural Networks (2006)
Breaking the Curse of Dimensionality with Convex Neural Networks (2014)
Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex (2019)