Zobrazeno 1 - 10
of 142
pro vyhledávání: '"BOOTH, ANNIE"'
We tackle the problem of quantifying failure probabilities for expensive computer experiments with stochastic inputs. The computational cost of evaluating the computer simulation prohibits direct Monte Carlo (MC) and necessitates a statistical surrog
Externí odkaz:
http://arxiv.org/abs/2410.04496
Gaussian processes (GPs) are canonical as surrogates for computer experiments because they enjoy a degree of analytic tractability. But that breaks when the response surface is constrained, say to be monotonic. Here, we provide a mono-GP construction
Externí odkaz:
http://arxiv.org/abs/2408.01540
Bayesian optimization (BO) offers an elegant approach for efficiently optimizing black-box functions. However, acquisition criteria demand their own challenging inner-optimization, which can induce significant overhead. Many practical BO methods, par
Externí odkaz:
http://arxiv.org/abs/2402.04922
Bayesian deep Gaussian processes (DGPs) outperform ordinary GPs as surrogate models of complex computer experiments when response surface dynamics are non-stationary, which is especially prevalent in aerospace simulations. Yet DGP surrogates have not
Externí odkaz:
http://arxiv.org/abs/2308.04420
Publikováno v:
International Journal of Sustainability in Higher Education, 2020, Vol. 22, Issue 2, pp. 274-290.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJSHE-03-2020-0086
Autor:
Booth, Annie L., Otter, Ken
Publikováno v:
Journal of Applied Animal Welfare Science; Jul-Sep2024, Vol. 27 Issue 3, p530-545, 16p
Publikováno v:
International Journal of Sustainability in Higher Education, 2020, Vol. 21, Issue 5, pp. 943-957.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJSHE-02-2020-0071
Autor:
Booth, Annie L.
Publikováno v:
Human Ecology Review, 2019 Jan 01. 25(2), 69-90.
Externí odkaz:
https://www.jstor.org/stable/26964355
Autor:
Booth, Annie L.
Thesis (Ph. D.)--University of Wisconsin--Madison, 1992.
Typescript. eContent provider-neutral record in process. Description based on print version record. Includes bibliographical references (leaves 253-273).
Typescript. eContent provider-neutral record in process. Description based on print version record. Includes bibliographical references (leaves 253-273).
Externí odkaz:
http://catalog.hathitrust.org/api/volumes/oclc/28202024.html
Autor:
Booth, Annie L.
Publikováno v:
Community Development Journal, 2017 Apr 01. 52(2), 337-353.
Externí odkaz:
https://www.jstor.org/stable/26165125