Adaptive Moment Estimate - What is meant by parameters of Adam optimizer are biased towards zero initially?
123715
Why is it important to include a bias correction term for the Adam optimizer for Deep Learning?
1456
How does the reparameterization trick for VAEs work and why is it important?
23038
Expected value notation in GAN loss
80085
Why does the accuracy not change, when applying different alpha values in L2 regularisation
109015
How to show that 0.5Y is an unbiased estimator of alpha?
91230
Danger of setting all initial weights to zero in Backpropagation
60956
Difference of Activation Functions in Neural Networks in general
78474
Intuitive explanation of the bias-variance tradeoff?
109966
How does the Adam method of stochastic gradient descent work?
42301
Estimator for $\theta$ using the method of moments
120834
Is the mean (Bayesian) posterior estimate of $\theta$ a (Frequentist) unbiased estimator of $\theta$?
145932
What does "degree of freedom" mean in neural networks?
41489
Why $p(y_n|y_{0:n-1})$ is a constant in Kalman filter derivation?
119698
Why are bias nodes used in neural networks?
48226
How to adjust the hyperparameters of MLP classifier to get more perfect performance
58402
Importance of the bias node in neural networks
58700
Biased and Efficient estimators