Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"gradient descent with momentum"”.
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Understanding generalization
… [HRS16]. We apply this technique to stochastic gradient descent with momentum and investigate the resulting stability bounds under some assumptions. In the second direction, we explore the effectiveness of stability in obtaining generalization bounds under the violation of some model …
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The effect of pre-processing techniques and optimal parameters on BPNN for data classification
… training has been a dynamic area of research, with the Multi-Layer Perceptron (MLP) trained with back propagation (BP) mostly worked on by various researchers. However, this algorithm is prone to have difficulties such as local minimum which are caused by neuron saturation in the hidden layer. …
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Inertial iterative thresholding with applications to sparse and low-rank signal recovery
This thesis is concerned with a class of methods known collectively as iterative thresholding algorithms. These methods have been used by researchers for several decades to solve various optimization problems that arise in signal processing, inverse problems, pattern recognition and other related …