Mathematics, Artificial Intelligence, Machine Learning, Deep Learning, AI.
projection. This projection is achieved by employing a random matrix Ω∈R(d×k), with k≪d, whose columns are random vectors drawn from a probability distribution tailored to the problem’s geometry, such as the Gaussian distribution. The steps are as follows: Random Sampling: Generate the random