Ahmad Ayad

According to our database, Ahmad Ayad authored at least 13 papers between 2019 and 2025.

Collaborative distances:

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

2025

Parallel Split Learning with Global Sampling.

Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

Proceedings of the 3rd International Conference on Foundation and Large Language Models, 2025

2024

Design and implementation of a private and efficient recommender system for patients in the intensive care unit using deep neural networks.

Ahmad Ayad

PhD thesis, 2024

Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks.

Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink

IEEE Access, 2024

Communication-efficient Decentralised Federated Learning via Low Huffman-coded Delta Quantization Scheme.

Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink

Proceedings of the International Wireless Communications and Mobile Computing, 2024

HypoTreat: Reducing Hypoglycemia in Artificial Pancreas Simulation.

Miriam Chlumsky-Harttmann, Ahmad Ayad, Anke Schmeink

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning.

Ahmad Ayad, Mahdi Barhoush, Marian Frei, Benedikt Völker, Anke Schmeink

IEEE J. Biomed. Health Informatics, September, 2023

Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications.

Mahdi Barhoush, Ahmad Ayad, Anke Schmeink

Proceedings of the 15th IEEE International Symposium on Autonomous Decentralized System, 2023

Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM.

Ahmad Ayad, Mahdi Barhoush, Benedikt Völker, Steffen Leonhardt, Anke Schmeink

Proceedings of the International Conference on Machine Learning and Applications, 2023

Detecting Data Poisoning in Split Learning Using Intraclass- Distance Inflated Loss.

Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism.

Ahmad Ayad, Marian Frei, Anke Schmeink

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Radiopaths: Deep Multimodal Analysis on Chest Radiographs.

Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Improving the Communication and Computation Efficiency of Split Learning for IoT Applications.

Ahmad Ayad, Melvin Renner, Anke Schmeink

Proceedings of the IEEE Global Communications Conference, 2021

2019

Design and Implementation of a Hybrid Anomaly Detection System for IoT.

Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann

Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019