2024

• A Dynamic Penalization Framework SDP_2025_proof.pdffor Online Rank-1 Semidefinite Programming Relaxations.  Ahmad Al-Tawaha, Javad Lavaei, Ming Jin

• Does online gradient descent (and variants) still work with biased gradient and variance? Ahmad Al-Tawaha, Ming Jin. ACC, 2024.

2023

• Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models. Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar, Lu Wang, Ruoxi Jia, Ming Jin.

• Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold. Bilgehan Sel, Ahmad Tawaha, Yuhao Ding, Ruoxi Jia, Bo Ji, Javad Lavaei, Ming Jin. L4DC, 2023.

• Decision-Focused Learning for Inverse Noncooperative Games: Generalization Bounds and Convergence Analysis. Ahmad Al-Tawaha, Harshal Kaushik, Bilgehan Sel, Ruoxi Jia, Ming Jin. IFAC, 2023. 

2022

• State of the art in separation processes for alternative working fluids in clean and efficient power generation. Odi  Alrebei, Abdulkarem Amhamed, Muftah El-Naas, Mahmoud Hayajnh, Yasmeen Orabi, Ward Fawaz, Ahmad Al-tawaha, Agustin Medina.

2021

• A Singular Value Thresholding Algorithm for Order Estimation. Al-Tawaha, Ahmad, Khaled Aljanaideh, and Ahmad Alshorman. American Control Conference (ACC), 2021. [code]