Deep Learning, Optimization, Neural Networks, Convex Optimization, Trends.
However, convex optimizations in Neural Networks are still in development with the nature that Neural Networks is non-convex. CVXPY still needs to define the objective function to solve, and current cost functions in use isn’t suitable for it. Looking forward for more convexify usage in Neural