When do machine learning algorithms beat deep neural networks?
41097
Is there any supervised-learning problem that (deep) neural networks obviously couldn't outperform any other methods?
6914
Why are neural networks becoming deeper, but not wider?
102544
Why should one use EM vs. say, Gradient Descent with MLE?
22203
Data normalization and standardization in neural networks
145417
Why it is popular to use stochastic gradient descent in neural networks rather than the BFGS algorithm?
133566
Deep Neural Network weight initialization
57060
Is normalizing the features always good for classification?
86077
A few clarifications regarding convolutional neural networks
12304
State-of-the-art algorithms for the training of neural networks with GRU or LSTM units
455
Recurrent vs Recursive Neural Networks: Which is better for NLP?
23761
When is unbalanced data really a problem in Machine Learning?
129280
Neural networks: why do we randomize the training set?
81133
Adaboost vs Gradient Boosting
19145
Validation of machine learning algorithms implementation
105631
Tensors in neural network literature: what's the simplest definition out there?
98111
Sigmoid vs Relu function in Convnets
111790
Who is more complex computationally knn or SVM?