Beitollahi, Mahdi
- Understanding the Role of Layer Normalization in Label-Skewed Federated Learning
2023/08/18 by Zhang, Guojun, Beitollahi, Mahdi, Bie, Alex +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DFML: Decentralized Federated Mutual Learning
2024/02/02 by Khalil, Yasser H., Estiri, Amir H., Beitollahi, Mahdi +5 · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- NoT: Federated Unlearning via Weight Negation
2025/03/07 by Khalil, Yasser H., Brunswic, Leo, Lamghari, Soufiane +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models
2023/12/08 by Sobhan Hemati, Mahdi Beitollahi, Hemati, Sobhan +9 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infectious Diseases and Tuberculosis #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
- Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?
2024/02/23 by Nader Asadi, Mahdi Beitollahi, Asadi, Nader +9 · 1 citation
Engineering · Physics and Astronomy · #Advanced Measurement and Detection Methods #Combustion and flame dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Laser-Plasma Interactions and Diagnostics #Machine Learning (cs.LG)
- Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
2024/02/02 by Mahdi Beitollahi, Beitollahi, Mahdi, Alex Bie +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data