Soleymani, Mahdi

1. Analog Lagrange Coded Computing
   2020/08/19 by Soleymani, Mahdi, Mahdavifar, Hessam, Avestimehr, A. Salman · 5 citations
   #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
2. Privacy-Preserving Distributed Learning in the Analog Domain
   2020/07/17 by Mahdi Soleymani, Soleymani, Mahdi, Hessam Mahdavifar +3 · 4 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier
   2021/01/27 by Mahdi Soleymani, Soleymani, Mahdi, Ramy Ali +5 · 2 citations
   Computer Science · Engineering · Mathematics · #Computability, Logic, AI Algorithms #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Random Matrices and Applications #Wireless Communication Security Techniques #and Cluster Computing (cs.DC)
4. Analog Subspace Coding: A New Approach to Coding for Non-Coherent Wireless Networks
   2019/09/17 by Mahdi Soleymani, Soleymani, Mahdi, Hessam Mahdavifar +1 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT)
5. ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
   2021/09/20 by Mahdi Soleymani, Ramy E. Ali, Soleymani, Mahdi +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)