What are some recent advances in non-convex optimization research? originally appeared on Quora - the knowledge sharing network where compelling questions are answered by people with unique insights.

Economic dispatch optimisation in power systems refers to the process of determining the most cost-effective allocation of generation resources while satisfying the numerous operational constraints of ...

Neel, Seth, Aaron Leon Roth, Giuseppe Vietri, and Zhiwei Steven Wu. "Oracle Efficient Private Non-Convex Optimization." Proceedings of the International Conference on Machine Learning (ICML) 37th ...

Abstract: In this paper, we study the classic problem of robust M-estimation of a location parameter. This problem involves minimizing a finite sum of non-convex loss functions. We investigate the ...

Binary Classification: SVM (SMO) vs. MLP (SGD & Adam) This project explores and compares convex and non-convex optimization techniques in the context of binary classification. The focus is on ...

This paper deals with the packing problem of circles and non-convex polygons, which can be both translated and rotated into a strip with prohibited regions. Using the Ф-function technique, a ...

Abstract: This paper investigates the static output feedback (SOF) control problem of T-S fuzzy systems based on higher-order Lyapunov functions (HO-LFs). Firstly, to alleviate the conservatism of ...

This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; optimality conditions ...