Singh, Navjot

1. QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
   2021/07/29 by Ozkara, Kaan, Singh, Navjot, Data, Deepesh +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Decentralized Multi-Task Stochastic Optimization With Compressed Communications
   2021/12/23 by Navjot Singh, Xuanyu Cao, Singh, Navjot +5 · 2 citations
   Computer Science · #Age of Information Optimization #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition
   2019/10/27 by Singh, Navjot, Ma, Linjian, Yang, Hongru +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Parallel #and Cluster Computing (cs.DC)
4. Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management
   2022/04/03 by Ritesh Chandra, Chandra, Ritesh, Abhishek, Kumar +4 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Fire Detection and Safety Systems
5. Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels
   2019/10/06 by Navjot Singh, Zecheng Zhang, Singh, Navjot +9 · 1 citation
   Mathematics · Computer Science · #Tensor decomposition and applications #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications