Ahmed Alaa

According to our database, Ahmed Alaa authored at least 16 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects.

Zhongyuan Liang, Lars van der Laan, Ahmed Alaa

CoRR, June, 2025

ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room.

Nikita Mehandru, Niloufar Golchini, David Bamman, Travis Zack, Melanie F. Molina, Ahmed Alaa

CoRR, May, 2025

Model Editing with Graph-Based External Memory.

Yash Kumar Atri, Ahmed Alaa, Thomas Hartvigsen

CoRR, May, 2025

Medical Large Language Model Benchmarks Should Prioritize Construct Validity.

Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack

CoRR, March, 2025

Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing.

Akshat Gupta, Christine Fang, Atahan Ozdemir, Maochuan Lu, Ahmed Alaa, Thomas Hartvigsen, Gopala Anumanchipalli

CoRR, February, 2025

Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning.

Jonathan W. Kim, Anna Podlasek, Kie Shidara, Feng Liu, Ahmed Alaa, Danilo Bernardo

CoRR, February, 2025

Lifelong Sequential Knowledge Editing without Model Degradation.

Akshat Gupta, Phudish Prateepamornkul, Maochuan Lu, Ahmed Alaa, Thomas Hartvigsen, Gopala Anumanchipalli

CoRR, February, 2025

Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores.

Jivat Neet Kaur, Michael I. Jordan, Ahmed Alaa

CoRR, January, 2025

2024

Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care.

Ali Shirali, Alexander Schubert, Ahmed Alaa

IEEE J. Biomed. Health Informatics, October, 2024

Navigating the impact: a study of editors' and proofreaders' perceptions of AI tools in editing and proofreading.

Islam Al Sawi, Ahmed Alaa

Discov. Artif. Intell., 2024

Veridical Data Science for Medical Foundation Models.

Ahmed Alaa, Bin Yu

CoRR, 2024

Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes.

Li Zhang, Basu Jindal, Ahmed Alaa, Robert Weinreb, David Wilson, Eran Segal, James Zou, Pengtao Xie

CoRR, 2024

Large Language Models as Co-Pilots for Causal Inference in Medical Studies.

Ahmed Alaa, Rachael V. Phillips, Emre Kiciman, Laura Balzer, Mark J. van der Laan, Maya Petersen

CoRR, 2024

EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation.

Jonathan W. Kim, Ahmed Alaa, Danilo Bernardo

CoRR, 2024

Mean-field Chaos Diffusion Models.

Sungwoo Park, Dongjun Kim, Ahmed Alaa

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Conformal Meta-learners for Predictive Inference of Individual Treatment Effects.

Ahmed Alaa, Zaid Ahmad, Mark J. van der Laan

CoRR, 2023