A Quadratic Penalty Method for Nonconvex Stochastic Constrained Optimization
Published in working paper, 2026
Paper under working while I tried my best to ensure that it is mathematically self-contained and rigorous.
Publications
Journal Articles
A Local-Linearly Convergent Algorithm for Nonconvex Equality-Constrained Optimization
Published in , 2026
Progressively Sampled Equality-Constrained Optimization
Published in , 2025
winner of 2026 Van Hoesen Family Best Publication Competition
Conference Papers
Behind the scenes of gradient descent: A trajectory analysis via basis function decomposition
Published in ICLR 2023, 2022
Neural networks monotonically learn towards properly chosen basis functions!