batch size of stochastic gradient descent
59635
Stochastic gradient descent Vs Mini-batch size 1
74904
Random initialization/order in neural network — bias or variance?
137103
Random Gaussian Variables
104390
How can we rewrite this optimization problem in standard form?
62842
Most common method for deciding when to stop training a neural net on a batch
109966
How does the Adam method of stochastic gradient descent work?
79737
Characterization of two-step 2x2 stochastic matrices
6600
Is epoch optimization in CV with constant mini-batch size even possible?
56397
Why do smaller weights result in simpler models in regularization?
77476
Estimating database size
40582
Annotation Scaling
127861
Finding Local Minima / Maxima in Noisy Data
90215
Proof/Derivation of Residual Sum of Squares (Based on Introduction to Statistical Learning)
16209
Importance of optimizing the correct loss function
21014
$ {L}_{1} $ Regularized Unconstrained Optimization Problem
135643
Gradient and Swiftest Ascent
62891
How to construct a cross-entropy loss for general regression targets?