I am currently a graduate student pursuing a Master of Science in Applied Mathematics (Optimization and Approximation Track) program, I possess an understanding of gradient-based Optimization Algorithms and their applications in Deep Learning.
My current research focuses on developing an optimization algorithm specifically designed to address saddle points, a major challenge in neural network training. This algorithm aims to navigate complex -----------s landscapes, particularly in high dimensions, to find optimal solutions and improve deep learning model training efficiency.
