Designing Preconditioners for SGD: Local Conditioning, Noise Floors, and Basin Stability. - Mitchell Scott; Tianshi Xu; Ziyuan Tang; Alexandra Pichette-Emmons; Qiang Ye; Yousef Saad; Yuanzhe Xi (CoRR, 2025)