5 citations · 10 across the 3 of their papers we have counts for
3 papers
Network-accelerated Distributed Machine Learning Using MLFabric
Raajay Viswanathan, Aditya Akella
Existing distributed machine learning (DML) systems focus on improving the computational efficiency of distributed learning, whereas communication aspects have received less attent…
A Learning Framework for Self-Tuning Histograms
Raajay Viswanathan, Prateek Jain, Srivatsan Laxman +1
In this paper, we consider the problem of estimating self-tuning histograms using query workloads. To this end, we propose a general learning theoretic formulation. Specifically, w…
Efficient Discovery of Large Synchronous Events in Neural Spike Streams
Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan
We address the problem of finding patterns from multi-neuronal spike trains that give us insights into the multi-neuronal codes used in the brain and help us design better brain co…