no code implementations • 27 Mar 2017 • Shripad Gade, Nitin H. Vaidya
This paper considers a distributed multi-agent optimization problem, with the global objective consisting of the sum of local objective functions of the agents.
no code implementations • 15 Dec 2016 • Shripad Gade, Nitin H. Vaidya
In a distributed machine learning scenario, the dataset is stored among several machines and they solve a distributed optimization problem to collectively learn the underlying model.
no code implementations • 18 Aug 2016 • Shripad Gade, Nitin H. Vaidya
We present a distributed solution to optimizing a convex function composed of several non-convex functions.
no code implementations • 12 Aug 2016 • Shripad Gade, Nitin H. Vaidya
We present an algorithm for the recently proposed multi-parameter-server architecture.