Nazanin Abolfazli

According to our database, Nazanin Abolfazli authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Perturbed Gradient Descent via Convex Quadratic Approximation for Nonconvex Bilevel Optimization.

Nazanin Abolfazli, Sina Sharifi, Mahyar Fazlyab, Erfan Yazdandoost Hamedani

Trans. Mach. Learn. Res., 2026

2025

Safe Gradient Flow for Bilevel Optimization.

Sina Sharifi, Nazanin Abolfazli, Erfan Yazdandoost Hamedani, Mahyar Fazlyab

Proceedings of the 2025 American Control Conference, 2025

2023

Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem.

Jincheng Cao, Ruichen Jiang, Nazanin Abolfazli, Erfan Yazdandoost Hamedani, Aryan Mokhtari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Accelerated Asynchronous Distributed Method for Convex Constrained Optimization Problems.

Nazanin Abolfazli, Afrooz Jalilzadeh, Erfan Yazdandoost Hamedani

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem.

Ruichen Jiang, Nazanin Abolfazli, Aryan Mokhtari, Erfan Yazdandoost Hamedani

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Generalized Frank-Wolfe Algorithm for Bilevel Optimization.

Ruichen Jiang, Nazanin Abolfazli, Aryan Mokhtari, Erfan Yazdandoost Hamedani

CoRR, 2022