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Loss Dynamics

1 paper across 1 session

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Functional Scaling Laws in Kernel Regression: Loss Dynamics and Learning Rate Schedules
#5108 Spotlight · Binghui Li, Fengling Chen, Zixun Huang, Lean Wang, Lei Wu

We introduce a Functional Scaling Law that predicts full SGD loss dynamics under arbitrary learning rate schedules.