Why divide the learning rate by the size of the mini batch?
105543
Mean or sum of gradients for weight updates in SGD
74904
Random initialization/order in neural network — bias or variance?
109044
Does it makes sense to perturb images on-the-run while training CNNs?
142467
Partitioning with varying partition size
29411
Why P>0.5 cutoff is not "optimal" for logistic regression?
61083
Why is Newton's method not widely used in machine learning?
98154
Why use group lasso instead of lasso?
13412
Motivating sigmoid output units in neural networks starting with unnormalized log probabilities linear in $z=w^Th+b$ and $\phi(z)$
43932
Does the recurrent neural network require the length of input samples all the same
103506
10% rule for sample sizes
100176
Why only three partitions? (training, validation, test)
82493
Optimal Binning with respect to a given response variable
91913
Neural Network: For Binary Classification use 1 or 2 output neurons?
138537
Training N classifiers for N labels vs one classifier with N labels
129280
Neural networks: why do we randomize the training set?
48305
Number of bins when computing mutual information
14605
Why use gradient descent with neural networks?