Generalization Bound Estimation on Synthetic Gaussian Distribution Dataset
4,417Generalization Bound ValueZhang et al.
Evaluation Results
| Method | Links | |
|---|---|---|
| Zhang et al.Batch size=1, Learning rate=1/30t, Training samples=100, Evaluation samples=1000, Epochs=200, Source=Theorem 52023.04 | 4,417 | |
| Hardt et al.Batch size=1, Learning rate=1/30t, Training samples=100, Evaluation samples=1000, Epochs=200, Source=Theorem 3.122023.04 | 4.04 | |
| Learning Trajectory-based Generalization BoundBatch size=1, Learning rate=1/30t, Training samples=100, Evaluation samples=1000, Epochs=2002023.04 | 3.62 | |
| Empirical Generalization ErrorBatch size=1, Learning rate=1/30t, Training samples=100, Evaluation samples=1000, Epochs=2002023.04 | 1.49 |