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Dow Chemical (India)

India

1 paper here13 citations across 1
fields
  • cs.LG1
ROR 02qh8xh72OpenAlex

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most citedVariational Bayesian Optimal Experimental Design with Normalizing Flows

13 citations

researchers with a paper here
  • Christian Jacobsen1 · h 3
  • Jiayuan Dong1 · h 5
  • Karthik Duraisamy1 · h 7
  • Maryam Akram1 · h 2
  • Mehdi Khalloufi1 · h 2
  • Wanjiao Liu1 · h 2
  • X. Huan1 · h 18
collaborating institutions
  • Ford Motor Company (Czechia)CZ1 paper
  • Ford Motor Company (United States)US1 paper
  • University of MichiganUS1 paper

1 paper

cs.LG2024★ 13 cited

Variational Bayesian Optimal Experimental Design with Normalizing Flows

Jiayuan Dong, Christian Jacobsen, Mehdi Khalloufi +4

Bayesian optimal experimental design (OED) seeks experiments that maximize the expected information gain (EIG) in model parameters. Directly estimating the EIG using nested Monte C…

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