11 citations · 14 across the 8 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Is Grokking a Computational Glass Relaxation?
Xiaotian Zhang, Yue Shang, Entao Yang +1
Understanding neural network's (NN) generalizability remains a central question in deep learning research. The special phenomenon of grokking, where NNs abruptly generalize long af…
cs.LG2025
High-entropy Advantage in Neural Networks' Generalizability
Entao Yang, Xiaotian Zhang, Yue Shang +1
One of the central challenges in modern machine learning is understanding how neural networks generalize knowledge learned from training data to unseen test data. While numerous em…