Titlebook: Neural Networks: Tricks of the Trade; Genevieve B. Orr,Klaus-Robert Müller Book 19981st edition Springer-Verlag Berlin Heidelberg 1998 Art

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Tony Plated have their lives taped, to see what happens when people stop being polite and start getting real.” The show, which remains a staple of MTV’s programming almost twenty years later, features young people. from vastly different backgrounds (including people of color and lesbian/gay/bisexual/transgend

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Efficient BackPropackprop can be avoided with tricks that are rarely exposedin serious technical publications. This paper gives some of those tricks, ando.ers explanations of why they work. Many authors have suggested that second-order optimization methods are advantageous for neural net training. It is shown that mo

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Controlling the hyperparameter search in MacKay’s Bayesian neural network framework this control. However, using weight penalties creates the additional search problem of finding the optimal penalty factors. MacKay [.] proposed an approximate Bayesian framework for training neural networks, in which penalty factors are treated as hyperparameters and found in an iterative search. H