cs.LG, math.OC, quant-ph, stat.ML

Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving Descent

arXiv:2604.13022v1 Announce Type: cross
Abstract: The Energy Conserving Descent (ECD) algorithm was recently proposed (De Luca & Silverstein, 2022) as a global non-convex optimization method. Unlike gradient descent, appropriately configured ECD dynam…