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Questions tagged [glorot-initialization]

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TF: What is the difference between the 'kernel weights' and the 'recurrent kernel weights' in LSTMs/GRUs?

Context: I am trying to understand the differences between the GRU/LSTM cells from tensorflow and pytorch (for research reproducibility) and noticed that TensorFlow differentiates between the ...
Robin van Hoorn's user avatar
1 vote
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confusion with Xavier Initiliazation definition

When researching online, I keep finding that Xavier/Glorot initialization is: however, the original paper by Glorot said that this was a common initialization strategy that they soon found did not ...
tom394's user avatar
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How to derive the formula 13 in the Xavier Initialization paper

How to derive the formula 13 in the Xavier Initialization paper Understanding the difficulty of training deep feedforward neural networks from the formula 6?
mon's user avatar
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Clarifying the arguments of "Understanding the difficulty of training deep feedforward neural networks"

I made the decision to try to push through the paper "Understanding the difficulty of training deep feedforward neural networks". (The paper is given as a reference in "Hands-On Machine ...
Chris's user avatar
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