#learning rate

2 stories · 0 in 7 days · 0 in 30 days

differential information 1 kernel methods 1 neural networks 1 physics-informed 1 scale-invariant optimization 1 weight decay 1 优化器 1

Stories, products and papers tagged "learning rate", newest first.

Sep 17

Papers BuildersSelected12:13

Fast Learning Rates for Physics-Informed Kernel Methods

This paper provides a theoretical analysis of how differential information can improve the learning rate of kernel methods in physics-informed machine learning, which is relevant for researchers working on model optimization.

#physics-informed machine learning #kernel methods #learning rates #arxiv

arXiv cs.LG@Luc Brogat-Motte et al. (4)Source

Sep 9

Papers BuildersSelected73°13:25

Scale-Invariant Optimization Instability Law

The research provides a precise mathematical framework for controlling training dynamics in deep learning models used across ASEAN's growing AI industry.

#scale-invariant optimization #weight decay #learning rate #neural networks

arXiv cs.LG@Hasan Amin et al. (3)Source