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09/19/2022
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty
Among attempts at giving a theoretical account of the success of deep ne...
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01/07/2022
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation
Effective human learning depends on a wide selection of educational mate...
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12/16/2021
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources
A classification scheme of a scientific subject gives an overview of its...
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06/03/2021
Continual Learning in Deep Networks: an Analysis of the Last Layer
We study how different output layer types of a deep neural network learn...
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08/03/2020
Implicit Regularization in Deep Learning: A View from Function Space
We approach the problem of implicit regularization in deep learning from...
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06/22/2020
Revisiting Loss Modelling for Unstructured Pruning
By removing parameters from deep neural networks, unstructured pruning m...
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06/11/2018