Maher Nouiehed

Assistant Professor, American University of Beirut

Joined

October 2017

Names

Maher Nouiehed

Emails

****@usc.edu (Confirmed)

****@aub.edu.lb (Confirmed)

Personal Links

Google Scholar

Career & Education History

Assistant Professor

American University of Beirut (aub.edu.lb)

2019 – Present

PhD student

University of Southern California (usc.edu)

2016 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Meisam Razaviyayn

2016 – 2019

Expertise

Fair Machine Learning

Present

Federated Learning

Present

Sharpness aware Minimization

Present

Non convex Optimization

Present

Min Max Optimization

Present

Publications

SEE-OoD: Supervised Exploration for Enhanced Out-of-Distribution Detection
Xiaoyang Song, Wenbo Sun, Maher Nouiehed, Raed Al Kontar, Jionghua Judy Jin
- Submitted to ICLR 2024
- Readers: Everyone
SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection
Xiaoyang Song, Wenbo Sun, Maher Nouiehed, Raed Al Kontar, Judy Jin
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- CoRR 2023
- Readers: Everyone
Rethinking Cost-sensitive Classification in Deep Learning via Adversarial Data Augmentation
Qiyuan Chen, Raed Al Kontar, Maher Nouiehed, Xi Jessie Yang, Corey A. Lester
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
The Internet of Federated Things (IoFT)
RK, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- IEEE Access 2021
- Readers: Everyone
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
RK, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- CoRR 2021
- Readers: Everyone
GIFAIR-FL: An Approach for Group and Individual Fairness in Federated Learning
Xubo Yue, Maher Nouiehed, Raed Al Kontar
- Published: 01 Jan 2021, Last Modified: 22 Feb 2024
- CoRR 2021
- Readers: Everyone
SALR: Sharpness-aware Learning Rates for Improved Generalization
Xubo Yue, Maher Nouiehed, Raed Al Kontar
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Rényi Fair Inference
Sina Baharlouei, Maher Nouiehed, Ahmad Beirami, Meisam Razaviyayn
- 2020 (modified: 08 Dec 2022)
- ICLR 2020
- Readers: Everyone
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- IEEE Signal Process. Mag. 2020
- Readers: Everyone
Non-convex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong
- Published: 01 Jan 2020, Last Modified: 21 Feb 2024
- CoRR 2020
- Readers: Everyone

View all 16 publications

Co-Authors

View all 32 co-authors