local convergence

3 papers

• A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
• Large Stepsizes Accelerate Gradient Descent for Regularized Logistic Regression
• On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model