Search Results for author: Nitin Nataraj

Found 2 papers, 1 papers with code

Consensus Based Multi-Layer Perceptrons for Edge Computing

no code implementations • 9 Feb 2021 • Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre

Assuming nodes (devices) in the distributed system are arranged in a graph and contain vertically partitioned data, the goal is to learn a global function that minimizes the loss.

Edge-computing

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GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs

1 code implementation • 5 Dec 2018 • Haimonti Dutta, Nitin Nataraj

SVMs are extensively used for solving classification problems.

Binary Classification General Classification

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