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Parul V. Patil

1 paper hereh-index 11 citations2 works total

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  • first author1

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  • stat.ME1

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1 paper

stat.ME2026

Vecchia approximated Bayesian heteroskedastic Gaussian processes

Parul V. Patil, Robert B. Gramacy, Cayelan C. Carey +1

Many computer simulations are stochastic and exhibit input dependent noise. In such situations, heteroskedastic Gaussian processes (hetGPs) make ideal surrogates as they estimate a…

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