Search Results for author: Kinjal Bhar

Found 3 papers, 1 papers with code

Asynchronous Local Computations in Distributed Bayesian Learning

no code implementations6 Nov 2023 Kinjal Bhar, He Bai, Jemin George, Carl Busart

To demonstrate the efficacy of the proposed algorithm, we present simulations on a toy problem as well as on real world data sets to train ML models to perform classification tasks.

Federated Learning

Asynchronous Bayesian Learning over a Network

no code implementations16 Nov 2022 Kinjal Bhar, He Bai, Jemin George, Carl Busart

We present a practical asynchronous data fusion model for networked agents to perform distributed Bayesian learning without sharing raw data.

A forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction

1 code implementation21 May 2020 Shady E. Ahmed, Kinjal Bhar, Omer San, Adil Rasheed

In this paper, we propose a variational approach to estimate eddy viscosity using forward sensitivity method (FSM) for closure modeling in nonlinear reduced order models.

Dynamical Systems Fluid Dynamics

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