Tag mini-batch-gradient-descent - This is page 1 - GeneraCodice

In sequence models, is it possible to have training batches with different timesteps each to reduce the required padding per input sequence?

https://www.generacodice.com/en/articolo/2694530/in-sequence-models-is-it-possible-to-have-training-batches-with-different-timesteps-each-to-reduce-the-required-padding-per-input-sequence
  nlp  -  sequence  -  tensorflow  -  keras  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

Why Mini batch gradient descent is faster than gradient descent?

https://www.generacodice.com/en/articolo/2688710/why-mini-batch-gradient-descent-is-faster-than-gradient-descent
  deep-learning  -  gradient-descent  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

With Stochastic Gradient Descent why we dont compute exact derivative of loss function?

https://www.generacodice.com/en/articolo/2688598/with-stochastic-gradient-descent-why-we-dont-compute-exact-derivative-of-loss-function
  deep-learning  -  gradient-descent  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

In Mini Batch Gradient Descent what happens to remaining examples

https://www.generacodice.com/en/articolo/2688489/in-mini-batch-gradient-descent-what-happens-to-remaining-examples
  neural-network  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

Will stochastic gradient descent converge for multivariate linear regression

https://www.generacodice.com/en/articolo/2680654/will-stochastic-gradient-descent-converge-for-multivariate-linear-regression
  linear-regression  -  gradient-descent  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

How much of a problem is each member of a batch having the same label?

https://www.generacodice.com/en/articolo/2680198/how-much-of-a-problem-is-each-member-of-a-batch-having-the-same-label
  classification  -  class-imbalance  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

mini batch vs. batch gradient descent

https://www.generacodice.com/en/articolo/2671872/mini-batch-vs-batch-gradient-descent
  neural-network  -  deep-learning  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

Mini Batch Gradient Descent shuffling

https://www.generacodice.com/en/articolo/2670438/mini-batch-gradient-descent-shuffling
  machine-learning  -  gradient-descent  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

Displaying network error as a single value

https://www.generacodice.com/en/articolo/2670002/displaying-network-error-as-a-single-value
  neural-network  -  implementation  -  gradient-descent  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange

Does small batch size improve the model?

https://www.generacodice.com/en/articolo/2669982/does-small-batch-size-improve-the-model
  loss-function  -  keras  -  mini-batch-gradient-descent
datascience.stackexchange datascience.stackexchange
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