Verma, Ashish
- IBM Federated Learning: an Enterprise Framework White Paper V0.1
2020/07/22 by Heiko Ludwig, Nathalie Baracaldo, Ludwig, Heiko +45 · 4 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Adversarial training in communication constrained federated learning
2021/03/01 by Devansh Shah, Parijat Dube, Shah, Devansh +5 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs
2019/10/25 by Mukherjee, Koyel, Khare, Alind, Verma, Ashish · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Separation of Powers in Federated Learning
2021/05/19 by Pau-Chen Cheng, Kevin Eykholt, Cheng, Pau-Chen +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data