Search Results for author: Harshvardhan

Found 2 papers, 1 papers with code

An Improved Algorithm for Clustered Federated Learning

1 code implementation20 Oct 2022 Harshvardhan, Avishek Ghosh, Arya Mazumdar

\texttt{SR-FCA} treats each user as a singleton cluster as an initialization, and then successively refine the cluster estimation via exploiting similar users belonging to the same cluster.

Clustering Federated Learning

Stochastic Compositional Gradient Descent under Compositional Constraints

no code implementations17 Dec 2020 Srujan Teja Thomdapu, Harshvardhan, Ketan Rajawat

Of particular interest is the large-scale setting where an oracle provides the stochastic gradients of the constituent functions, and the goal is to solve the problem with a minimal number of calls to the oracle.

General Classification regression +1

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