Mahdi Barhoush

13 papers B 2C 2Journal 4Unranked 4
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 J jnl
Parallel Split Learning with Global Sampling.
CoRR
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, 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 J jnl
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Martin, Anke Schmeink
2023 — conf
On Using Meta-Learning to Overcome Challenges in Speaker Localization.
EUROCON
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
2023 C conf
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications.
ISADS
Mahdi Barhoush, Ahmad Ayad, Anke Schmeink
2023 J jnl
Speaker identification and localization using shuffled MFCC features and deep learning.
Int. J. Speech Technol.
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
2023 — —
Using machine learning in the medical field: speaker signal processing and distributed learning systems.
Mahdi Barhoush
2022 B conf
Radiopaths: Deep Multimodal Analysis on Chest Radiographs.
IEEE Big Data
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink
2022 — conf
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Mahdi Barhoush, Ahmed Ayad, Anke Schmeink