The Sample Complexity of Gradient Descent in Stochastic Convex Optimization

7 April 2024

Papers citing "The Sample Complexity of Gradient Descent in Stochastic Convex Optimization"

3 / 3 papers shown

Title
Rapid Overfitting of Multi-Pass Stochastic Gradient Descent in Stochastic Convex Optimization Shira Vansover-Hager Tomer Koren Roi Livni 39 0 0 13 May 2025
The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization Matan Schliserman Uri Sherman Tomer Koren 39 3 0 22 Jan 2024
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale Ayush Sekhari Karthik Sridharan 180 29 0 11 Jul 2021