Svd, Dropout Regularization, Portfolio Management.
non-zero eigenvectors of the correlation matrix indicates the main drivers of return in a given portfolio. In other words, the return for all other assets in the portfolio can be described as a linear function of these main drivers of return. Recap SVD allows us to intuitively understand how the