The math part of machine learning
132071
Where to start Machine Learning?
107608
Differentiation in support vector machine
146656
Multivariate Application of Slutsky's lemma
105631
Tensors in neural network literature: what's the simplest definition out there?
76619
Computing kernels of a matrix in distinct cases
117085
Linear Discriminant Analysis for $p=1$
156916
Intuitive and Formulaic Justification for the Rao-Blackwell Theorem
112378
Decision boundaries and Gaussian density functions
123751
Restrictions on the use of universal generalization
146724
What exactly is a hypothesis space in machine learning?
145300
A list of cost functions used in neural networks, alongside applications
86122
Learning roadmap for additive combinatorics
99960
Number of hidden units - function approximation
18014
Matrix multiplication: interpreting and understanding the process
104182
regression for binary classification
102449
Weighting features prior to SVM
61083
Why is Newton's method not widely used in machine learning?