Search Results for author: Siva Athreya

Found 2 papers, 1 papers with code

Path convergence of Markov chains on large graphs

no code implementations • 18 Aug 2023 • Siva Athreya, Soumik Pal, Raghav Somani, Raghavendra Tripathi

In both cases we show that, as the size of the graph goes to infinity, the random trajectories of the stochastic processes converge to deterministic curves on the space of measure-valued graphons.

Stochastic Optimization

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COVID-19: Optimal Design of Serosurveys for Disease Burden Estimation

1 code implementation • 22 Dec 2020 • Siva Athreya, Giridhara R. Babu, Aniruddha Iyer, Mohammed Minhaas B. S., Nihesh Rathod, Sharad Shriram, Rajesh Sundaresan, Nidhin Koshy Vaidhiyan, Sarath Yasodharan

We provide a methodology by which an epidemiologist may arrive at an optimal design for a survey whose goal is to estimate the disease burden in a population.

Applications Optimization and Control 62K05, 62P10

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