Maryam Fazel

Maryam Fazel

University of Washington

H-index: 31

North America-United States

About Maryam Fazel

Maryam Fazel, With an exceptional h-index of 31 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Optimization, Machine Learning, Control, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

No-regret online prediction with strategic experts

Flat minima generalize for low-rank matrix recovery

Learning Optimal Tax Design in Nonatomic Congestion Games

Emergent specialization from participation dynamics and multi-learner retraining

A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity

Fair participation via sequential policies

Offline Multi-task Transfer RL with Representational Penalization

On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds

Maryam Fazel Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

13048

Citations(since 2020)

5453

Cited By

10045

hIndex(all)

31

hIndex(since 2020)

25

i10Index(all)

63

i10Index(since 2020)

47

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Maryam Fazel Skills & Research Interests

Optimization

Machine Learning

Control

Signal Processing

Top articles of Maryam Fazel

Title

Journal

Author(s)

Publication Date

No-regret online prediction with strategic experts

Advances in Neural Information Processing Systems

Omid Sadeghi

Maryam Fazel

2024/2/13

Flat minima generalize for low-rank matrix recovery

arXiv preprint arXiv:2203.03756

Lijun Ding

Dmitriy Drusvyatskiy

Maryam Fazel

Zaid Harchaoui

2022/3/7

Learning Optimal Tax Design in Nonatomic Congestion Games

arXiv preprint arXiv:2402.07437

Qiwen Cui

Maryam Fazel

Simon S Du

2024/2/12

Emergent specialization from participation dynamics and multi-learner retraining

Sarah Dean

Mihaela Curmei

Lillian Ratliff

Jamie Morgenstern

Maryam Fazel

2024/4/18

A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity

Zhihan Xiong

Romain Camilleri

Maryam Fazel

Lalit Jain

Kevin Jamieson

2024/4/18

Fair participation via sequential policies

Proceedings of the AAAI Conference on Artificial Intelligence

Reilly Raab

Ross Boczar

Maryam Fazel

Yang Liu

2024/3/24

Offline Multi-task Transfer RL with Representational Penalization

arXiv preprint arXiv:2402.12570

Avinandan Bose

Simon Shaolei Du

Maryam Fazel

2024/2/19

On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds

Learning for Dynamics and Control (L4DC)

Zhaolin Ren

Yang Zheng

Maryam Fazel

Na Li

2023

Initializing Services in Interactive ML Systems for Diverse Users

arXiv preprint arXiv:2312.11846

Avinandan Bose

Mihaela Curmei

Daniel L Jiang

Jamie Morgenstern

Sarah Dean

...

2023/12/19

Toward a theoretical foundation of policy optimization for learning control policies

Bin Hu

Kaiqing Zhang

Na Li

Mehran Mesbahi

Maryam Fazel

...

2023/5/3

Accelerating inexact hypergradient descent for bilevel optimization

Haikuo Yang

Luo Luo

Chris Junchi Li

Michael Jordan

Maryam Fazel

2023/12/13

Fast first-order methods for monotone strongly DR-submodular maximization

Maryam Fazel

Omid Sadeghi

2023

Stochastic contextual bandits with long horizon rewards

Yuzhen Qin

Yingcong Li

Fabio Pasqualetti

Maryam Fazel

Samet Oymak

2023/2/2

Multiplayer performative prediction: Learning in decision-dependent games

Journal of Machine Learning Research

Adhyyan Narang

Evan Faulkner

Dmitriy Drusvyatskiy

Maryam Fazel

Lillian J Ratliff

2023

A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning

arXiv preprint arXiv:2306.07465

Haozhe Jiang

Qiwen Cui

Zhihan Xiong

Maryam Fazel

Simon S Du

2023/6/12

Learning in congestion games with bandit feedback

Advances in Neural Information Processing Systems

Qiwen Cui

Zhihan Xiong

Maryam Fazel

Simon S Du

2022/12/6

Multi-learner risk reduction under endogenous participation dynamics

arXiv preprint arXiv:2206.02667

Sarah Dean

Mihaela Curmei

Lillian J Ratliff

Jamie Morgenstern

Maryam Fazel

2022/6/6

Escaping high-order saddles in policy optimization for Linear Quadratic Gaussian (LQG) control

arXiv preprint arXiv:2204.00912

Yang Zheng

Yue Sun

Maryam Fazel

Na Li

2022/4/2

Learning in stochastic monotone games with decision-dependent data

Adhyyan Narang

Evan Faulkner

Dmitriy Drusvyatskiy

Maryam Fazel

Lillian Ratliff

2022/5/3

Offline congestion games: How feedback type affects data coverage requirement

arXiv preprint arXiv:2210.13396

Haozhe Jiang

Qiwen Cui

Zhihan Xiong

Maryam Fazel

Simon S Du

2022/10/24

See List of Professors in Maryam Fazel University(University of Washington)

Co-Authors

H-index: 138
Stephen Boyd

Stephen Boyd

Stanford University

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 90
Sham M Kakade

Sham M Kakade

University of Washington

H-index: 85
Benjamin Recht

Benjamin Recht

University of California, Berkeley

H-index: 75
Milica Stojanovic

Milica Stojanovic

Northeastern University

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