Tucker Tensor Layer in Fully Connected Neural Networks. - Giuseppe Giovanni Calvi; Ahmad Moniri; Mahmoud Mahfouz; Zeyang Yu; Qibin Zhao; Danilo P. Mandic (CoRR, 2019)

How to Evaluate Trading Strategies: Single Agent Market Replay or Multiple Agent Interactive Simulation? - Tucker Hybinette Balch; Mahmoud Mahfouz; Joshua Lockhart; Maria Hybinette; David Byrd (CoRR, 2019)

Generating synthetic data in finance: opportunities, challenges and pitfalls. - Samuel A. Assefa; Danial Dervovic; Mahmoud Mahfouz; Robert E. Tillman; Prashant Reddy; Manuela Veloso (ICAIF, 2020)

Get real: realism metrics for robust limit order book market simulations. - Svitlana Vyetrenko; David Byrd; Nick Petosa; Mahmoud Mahfouz; Danial Dervovic; Manuela Veloso; Tucker Balch (ICAIF, 2020)

Learning to classify and imitate trading agents in continuous double auction markets. - Mahmoud Mahfouz; Tucker Balch; Manuela Veloso; Danilo P. Mandic (ICAIF, 2021)

A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling. - Mahmoud Mahfouz; Armineh Nourbakhsh; Sameena Shah (CoRR, 2021)

How Robust are Limit Order Book Representations under Data Perturbation? - Yufei Wu 012; Mahmoud Mahfouz; Daniele Magazzeni; Manuela Veloso (CoRR, 2021)

The State of the Art of Large Language Models on Chartered Financial Analyst Exams. - Mahmoud Mahfouz; Ethan Callanan; Mathieu Sibue; Antony Papadimitriou; Zhiqiang Ma; Xiaomo Liu; Xiaodan Zhu 001 (EMNLP (Industry Track), 2024)

Capacity planning and scheduling for jobs with uncertainty in resource usage and duration. - Sunandita Patra; Mehtab Pathan; Mahmoud Mahfouz; Parisa Zehtabi; Wided Ouaja; Daniele Magazzeni; Manuela Veloso (J. Supercomput., 2024)

Entropy-Aware Branching for Improved Mathematical Reasoning. - Xianzhi Li; Ethan Callanan; Xiaodan Zhu 001; Mathieu Sibue; Antony Papadimitriou; Mahmoud Mahfouz; Zhiqiang Ma; Xiaomo Liu (CoRR, 2025)