77 citations · 131 across the 14 of their papers we have counts for
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cs.IT2020
Wyner-Ziv Estimators for Distributed Mean Estimation with Side Information and Optimization
Prathamesh Mayekar, Shubham Jha, Ananda Theertha Suresh +1
Communication efficient distributed mean estimation is an important primitive that arises in many distributed learning and optimization scenarios such as federated learning. Withou…
cs.IT2020★ 3 cited
Tracking an Auto-Regressive Process with Limited Communication per Unit Time
Rooji Jinan, Parimal Parag, Himanshu Tyagi
Samples from a high-dimensional AR[1] process are observed by a sender which can communicate only finitely many bits per unit time to a receiver. The receiver seeks to form an esti…