CoNSoLe: Convex Neural Symbolic Learning

Haoran Li, Yang Weng, Hanghang Tong

Learning the underlying equation from data is a fundamental problem in many disciplines. Recent advances rely on Neural Networks (NNs) but do not provide theoretical guarantees in…