Hwanseo Lee

Fast and Scalable Caputo Fractional Gradient Descent via Perturbation-Preserving Memory Compression

This paper begins by expressing the fractional descent direction as a discrete convolution over past gradients, which provides a unified view of the method, and introduces two complementary mechanisms to reduce the cost of the memory term.