Vector Calculus and Support vector machines (SVM)
107608
Differentiation in support vector machine
26160
One-vs-All and One-vs-One in svm?
109130
What is one class SVM and how does it work?
34272
Proving definition of norms induced by vector norms
156500
SVM for unbalanced data
51940
Step-by-step example of reverse-mode automatic differentiation
70425
Valid references on origins of Machine Learning, Statistical Learning and Data Mining
29006
Kernel ridge regression with matrix-vector data set $S := \{ X_i, y_i \}_{i=1}^{N}$?
136739
Machine learning courses: maths explained
148798
Closed form and gradient calculation for linear regression
83815
Identify the universal property of kernels
44710
Vector space of real vectors over field complex scalars.
118025
Kernel of composition of linear transformations
76904
Computing matrix-vector calculus derivatives
87254
The computation of nullity and rank of a linear transformation.
136919
Finding the likelihood function of parameter vector
131132
Proofs using vector properties