arXiv stat.ML
· Papers
Non-asymptotic implicit bias of logistic regression at early-stage gradient descent dynamics
arXiv:2608.04382v1 Announce Type: cross Abstract: Gradient descent has been of particular interest in modern machine learning beyond sole focus on optimization. Implicit bias emerging from optimization, though not being encoded by the learning objective, often prevents from overfitting to spurious patterns. A typical i