Gupta, Indranil

1. Asynchronous Federated Optimization
   2019/03/10 by Xie, Cong, Koyejo, Sanmi, Gupta, Indranil · 31 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
2. Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation
   2019/03/10 by Cong Xie, Oluwasanmi Koyejo, Xie, Cong +4 · 23 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Age of Information Optimization #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Generalized Byzantine-tolerant SGD
   2018/02/27 by Xie, Cong, Koyejo, Oluwasanmi, Gupta, Indranil · 13 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
4. Zeno: Distributed Stochastic Gradient Descent with Suspicion-based\n Fault-tolerance
   2018/05/25 by Cong Xie, Xie, Cong, Oluwasanmi Koyejo +3 · 15 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. Zeno++: Robust Fully Asynchronous SGD
   2019/03/17 by Cong Xie, Xie, Cong, Sanmi Koyejo +3 · 6 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques #and Cluster Computing (cs.DC)
6. Phocas: dimensional Byzantine-resilient stochastic gradient descent
   2018/05/23 by Cong Xie, Xie, Cong, Oluwasanmi Koyejo +3 · 9 citations
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
7. Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates
   2019/11/20 by Cong Xie, Oluwasanmi Koyejo, Xie, Cong +5 · 7 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Machine Learning and ELM
8. CSER: Communication-efficient SGD with Error Reset
   2020/07/26 by Cong Xie, Xie, Cong, Shuai Zheng +9 · 1 citation
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data