Browsing Computer Science by OzU Authors "Alpaydın, Ahmet İbrahim Ethem"
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Dropout regularization in hierarchical mixture of experts Alpaydın, Ahmet İbrahim Ethem (Elsevier, 2021-01-02)Dropout is a very effective method in preventing overfitting and has become the go-to regularizer for multi-layer neural networks in recent years. Hierarchical mixture of experts is a hierarchically gated model that defines ...
Hierarchical mixtures of generators for adversarial learning Generative adversarial networks (GANs) are deep neural networks that allow us to sample from an arbitrary probability distribution without explicitly estimating the distribution. There is a generator that takes a latent ...
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