SEP 6, 2026 · PREPRINT
Stability and Generalization of Straight-Through Estimators for Training Two-Layer Quantized Neural Networks
arXiv
This is a theoretical analysis of straight-through estimators using statistical learning theory, with no empirical validation or experimental results reported.
Hypothesis-GeneratingYiming Ying
Reported
Convergence rate (general regime)O(n^−1/2)
Number of iterationsT=n^2
Excess misclassification error (m…O(R^2/(γ^2n))