Vasudeva et al. (2025) showed through theoretical and empirical results that SGD exhibits a simplicity bias leading to weaker generalization under data distribution changes, while Adam is more resistant to this bias and more robust under distribution shifts.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• generalization concept