Nazanin Abolfazli

PhD student, University of Arizona

Joined

May 2022

Names

Nazanin Abolfazli (Preferred)

Emails

****@email.arizona.edu (Confirmed)

,

****@arizona.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Arizona (arizona.edu)

2021 – Present

MS student

Amirkabir University of Technology (aut.ac.ir)

2016 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Erfan Yazdandoost Hamedani

2021 – Present

Expertise

Optimization

Present

Machine Learning

Present

Data science

Present

Publications

Perturbed Gradient Descent via Convex Quadratic Approximation for Nonconvex Bilevel Optimization
Nazanin Abolfazli, Sina Sharifi, Mahyar Fazlyab, Erfan Yazdandoost Hamedani
- Accepted by TMLR
- Readers: Everyone
An Inexact Conditional Gradient Method for Constrained Bilevel Optimization
Nazanin Abolfazli, Ruichen Jiang, Aryan Mokhtari, Erfan Yazdandoost Hamedani
- Submitted to ICLR 2024
- Readers: Everyone
Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem
Jincheng Cao, Ruichen Jiang, Nazanin Abolfazli, Erfan Yazdandoost Hamedani, Aryan Mokhtari
- NeurIPS 2023 poster
- Readers: Everyone
An Accelerated Asynchronous Distributed Method for Convex Constrained Optimization Problems
Nazanin Abolfazli, Afrooz Jalilzadeh, Erfan Yazdandoost Hamedani
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CISS 2023
- Readers: Everyone
Conditional gradient-based method for bilevel optimization with convex lower-level problem
Ruichen Jiang, Nazanin Abolfazli, Aryan Mokhtari, Erfan Yazdandoost Hamedani
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Generalized Frank-Wolfe Algorithm for Bilevel Optimization
Ruichen Jiang, Nazanin Abolfazli, Aryan Mokhtari, Erfan Yazdandoost Hamedani
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone

Co-Authors