Distributed Mean Estimation with Optimal Error Bounds

Ashkboos Saleh
Ashkboos Saleh
Davies Peter
Davies Peter
Cited by: 0|Bibtex|Views3|Links

Abstract:

Motivated by applications to distributed optimization and machine learning, we consider the distributed mean estimation problem, in which $n$ nodes are each assigned a multi-dimensional input vector, and must cooperate to estimate the mean of the input vectors, while minimizing communication. In this paper, we provide the first tight ...More

Code:

Data:

Your rating :
0

 

Tags
Comments