"neural network generalization" Papers

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Breaking Neural Network Scaling Laws with Modularity

Akhilan Boopathy, Sunshine Jiang, William Yue et al.

ICLR 2025arXiv:2409.05780
6
citations

Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks

Xuan Tang, Han Zhang, Yuan Cao et al.

NEURIPS 2025arXiv:2510.11354

Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks

Amit Peleg, Matthias Hein

ICML 2024arXiv:2407.03848

Idling Neurons, Appropriately Lenient Workload During Fine-tuning Leads to Better Generalization

Hongjing Niu, Hanting Li, Bin Li et al.

ECCV 2024

PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion

Yige Yuan, Bingbing Xu, Bo Lin et al.

AAAI 2024paperarXiv:2305.15835
6
citations