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Frederik Heber

1 paper hereh-index 5266 citations11 works total

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  • first author1

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  • math.ST1

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collaborators

1 paper

math.ST2019

TATi-Thermodynamic Analytics ToolkIt: TensorFlow-based software for posterior sampling in machine learning applications

Frederik Heber, Zofia Trstanova, Benedict Leimkuhler

With the advent of GPU-assisted hardware and maturing high-efficiency software platforms such as TensorFlow and PyTorch, Bayesian posterior sampling for neural networks becomes pla…

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