1. The Implicit Function Theorem
2. Convex Optimization
3. Neural networks are convex regularizers: Exact polynomial-time convex optimization formulations for two-layer networks;pilanci;Proceedings of the 37th International Conference on Machine Learning,2020
4. A Multidimensional Version of Rolle's Theorem
5. DC3: A learning method for optimization with hard constraints;donti;International Conference on Learning Representations,2021