Least singular value and condition number of a square random matrix with i.i.d. rows

Matteo Gregoratti, Davide Maran

We consider a square random matrix made by i.i.d. rows with any distribution and prove that, for any given dimension, the probability for the least singular value to be in [0; $\epsilon$)…