2 papers
cs.LG2026
KAN-FIF: Spline-Parameterized Lightweight Physics-based Tropical Cyclone Estimation on Meteorological Satellite
Jiakang Shen, Qinghui Chen, Runtong Wang +4
Tropical cyclones (TC) are among the most destructive natural disasters, causing catastrophic damage to coastal regions through extreme winds, heavy rainfall, and storm surges. Tim…
cs.LG2026
FISMO: Fisher-Structured Momentum-Orthogonalized Optimizer
Chenrui Xu, Wenjing Yan, Ying-Jun Angela Zhang
Training large-scale neural networks requires solving nonconvex optimization where the choice of optimizer fundamentally determines both convergence behavior and computational effi…