Understanding cross entropy in neural networks
108205
Should I use a categorical cross-entropy or binary cross-entropy loss for binary predictions?
22396
Intuition on the Kullback–Leibler (KL) Divergence
31987
Conditional Entropy is less than entropy
17595
Deep learning basics
98554
Deep NNs, backpropagation and error calculation
86032
How to determine the confidence of a neural network prediction?
150758
How does cross-validation overcome the overfitting problem?
146981
Using Softmax activation function for multi-class classification
17469
weighted cross entropy for imbalanced dataset - multiclass classification
14407
Entropy is a measure on distributions, mutual information is a measure on RVs
6914
Why are neural networks becoming deeper, but not wider?
7429
Why do neural network researchers care about epochs?
38690
Why are non zero-centered activation functions a problem in backpropagation?
134597
How do substution-permutation networks work?
94250
Comprehensive list of activation functions in neural networks with pros/cons
63655
Neural network with skip-layer connections
89791
Correlated features produce strange weights in Logistic Regression