Applied mathematics

Universal Approximation Theorem

stochastic gradient descent

optimization algorithms

loss functions

hyperbolic tangent

Representer theorem

Subgradient methods

Quadratic program

Dual formulation

Sigmoid kernel

Polynomial kernel

Kernel function

Slack variables

Gradient descent

Tanh

Sigmoid

Shannon juggling theorem

Network flows

Cryptography