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      • Theses - Department of Electrical and Electronics Engineering
      • Dept. of Electrical and Electronics Engineering - Master's degree
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      Use of dropouts and sparsity for regularization of autoencoders in deep neural networks 

      Ali, Muhaddisa Barat (Bilkent University, 2015-01)
      Deep learning has emerged as an e ective pre-training technique for neural networks with many hidden layers. To overcome the over- tting issue, usually large capacity models are used. In this thesis, two methodologies ...

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      Author
      Ali, Muhaddisa Barat (1)
      Keywords
      Deep learning (1)
      Dropout (1)Regularization (1)Sparse autoenoder (1)... View MoreDate Issued
      2015 (1)
      Has File(s)Yes (1)

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