SVM - Reason for using Lagrangian Dual
11553
Why bother with the dual problem when fitting SVM?
117990
Derivation of the method of Lagrange multipliers?
149619
Duality in robust optimization
90215
Proof/Derivation of Residual Sum of Squares (Based on Introduction to Statistical Learning)
21014
$ {L}_{1} $ Regularized Unconstrained Optimization Problem
35337
Problem in notation: $(\vec{v}\cdot\vec{\nabla})\vec{v}$ versus $L_v(\vec{v})$
64175
How to estimate confidence level for SVM or Random Forest?
114794
Is there any advantage of SVD over PCA?
90647
Is it possible to append training data to existing SVM models?
72361
What is the connection between regularization and the method of lagrange multipliers ?
17254
Why use logistic regression instead of SVM?
52778
SVM cost parameter
140910
Solving minimization problem $L_2$ IRLS (Iteration derivation)
133749
Trouble with gradient intuition
26160
One-vs-All and One-vs-One in svm?
156500
SVM for unbalanced data
153261
Linear kernel and non-linear kernel for support vector machine?