New Studies of Randomized Augmentation and Additive Preprocessing

Victor Y. Pan, Liang Zhao

1. A standard Gaussian random matrix has full rank with probability 1 and is well-conditioned with a probability quite close to 1 and converging to 1 fast as the matrix deviates fr…