Ahmad Ayad

13 papers B 3C 2Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Parallel Split Learning with Global Sampling.
FLLM
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink
2024 B conf
Communication-efficient Decentralised Federated Learning via Low Huffman-coded Delta Quantization Scheme.
IWCMC
Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink
2024 — conf
HypoTreat: Reducing Hypoglycemia in Artificial Pancreas Simulation.
EAIS
Miriam Chlumsky-Harttmann, Ahmad Ayad, Anke Schmeink
2024 J jnl
Parallel Split Learning with Global Sampling.
CoRR
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink
2024 J jnl
Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks.
IEEE Access
Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink
2023 J jnl
An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning.
IEEE J. Biomed. Health Informatics
Ahmad Ayad, Mahdi Barhoush, Marian Frei, Benedikt Völker, Anke Schmeink
2023 — conf
Detecting Data Poisoning in Split Learning Using Intraclass- Distance Inflated Loss.
GLOBECOM (Workshops)
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink
2023 C conf
Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM.
ICMLA
Ahmad Ayad, Mahdi Barhoush, Benedikt Völker, Steffen Leonhardt, Anke Schmeink
2023 C conf
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications.
ISADS
Mahdi Barhoush, Ahmad Ayad, Anke Schmeink
2022 — conf
Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism.
ICHI
Ahmad Ayad, Marian Frei, Anke Schmeink
2022 B conf
Radiopaths: Deep Multimodal Analysis on Chest Radiographs.
IEEE Big Data
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink
2021 B conf
Improving the Communication and Computation Efficiency of Split Learning for IoT Applications.
GLOBECOM
Ahmad Ayad, Melvin Renner, Anke Schmeink
2019 — conf
Design and Implementation of a Hybrid Anomaly Detection System for IoT.
IoTSMS
Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann