111 citations · 338 across the 50 of their papers we have counts for
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math.OC2016
Stochastic Multidimensional Scaling
Ketan Rajawat, Sandeep Kumar
Multidimensional scaling (MDS) is a popular dimensionality reduction techniques that has been widely used for network visualization and cooperative localization. However, the tradi…
math.OC2016
Asynchronous Optimization Over Heterogeneous Networks via Consensus ADMM
Sandeep Kumar, Rahul Jain, Ketan Rajawat
This paper considers the distributed optimization of a sum of locally observable, non-convex functions. The optimization is performed over a multi-agent networked system, and each…