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cs.LG2022
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition
Navjot Singh, Edgar Solomonik
CP decomposition (CPD) is prevalent in chemometrics, signal processing, data mining and many more fields. While many algorithms have been proposed to compute the CPD, alternating l…
cs.LG2021★ 2 cited
QuPeL: Quantized Personalization with Applications to Federated Learning
Kaan Ozkara, Navjot Singh, Deepesh Data +1
Traditionally, federated learning (FL) aims to train a single global model while collaboratively using multiple clients and a server. Two natural challenges that FL algorithms face…