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Herbie Lee | ![]() |
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Bayesian Optimization with Application to Computer Experiments. Published by Springer, this short book provides an introduction to black-box derivative-free optimization in the context of computer simulation experiments. | Multiscale Modeling: A Bayesian Perspective. Published by Springer, this book reviews a variety of methods for Bayesian modeling and statistical computation in multiscale settings. |
Bayesian Nonparametrics
via Neural Networks. Published by SIAM, in the SIAM-ASA series on
statistics and applied probability, the goal of this book is to treat
neural networks as a statistical model, not just a black box. errata |