HomeAdam: Adam and AdamW Algorithms Sometimes Go Home to Obtain Better Provable Generalization. - Feihu Huang 001; Guanyi Zhang; Songcan Chen (CoRR, 2026)

CLion: Efficient Cautious Lion Optimizer with Enhanced Generalization. - Feihu Huang 001; Guanyi Zhang; Songcan Chen (CoRR, 2026)