Why is optimisation solved with gradient descent rather than with an analytical solution?
14605
Why use gradient descent with neural networks?
109092
Determining an optimum and distribution range for a given species abundance vs an environmental gradient data
64773
Excel Formula Optimisation
90325
Why use the derivative and not the symmetric derivative?
9905
Why is the approximation of Hessian$= J^TJ$ reasonable?
103139
Linear optimization problem.
12481
Code to solve quadratically constrained quadratic optimisation problem using FindMinimum is very slow. How do I make it faster?
16209
Importance of optimizing the correct loss function
117990
Derivation of the method of Lagrange multipliers?
33553
Why does Bayesian optimization work?
140078
Interpretation of eigenvectors of Hessian in context of local min/max/saddle?
109966
How does the Adam method of stochastic gradient descent work?
11044
What is the difference between conditioning on regressors vs. treating them as fixed?
102350
Cost function of neural network is non-convex?
73225
local minima vs saddle points in deep learning
126800
Why do we use multiple epochs and why does it not lead to over fitting
88363
Why is propagation of uncertainties quadratic rather than linear?