Malekmohammadi, Saber

1. Non-Parametric Graph Learning for Bayesian Graph Neural Networks
   2020/06/23 by Soumyasundar Pal, Saber Malekmohammadi, Pal, Soumyasundar +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D
   2020/12/14 by Rasouli, Amir, Yau, Tiffany, Lakner, Peter +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
3. Proportional Fairness in Federated Learning
   2022/02/03 by Guojun Zhang, Zhang, Guojun, Saber Malekmohammadi +5 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data
4. Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning
   2024/06/05 by Malekmohammadi, Saber, Yu, Yaoliang, Cao, Yang · 1 citation
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Differentially Private Clustered Federated Learning
   2024/05/29 by Saber Malekmohammadi, Afaf Taïk, Malekmohammadi, Saber +3 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
6. LoRA Provides Differential Privacy by Design via Random Sketching
   2024/09/26 by Saber Malekmohammadi, Malekmohammadi, Saber, Golnoosh Farnadi +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data