Ashkan Esmaeili

Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds

Finding a small subset of data whose linear combination spans other data points, also called column subset selection problem (CSSP), is an important open problem in computer science with many applications in computer vision and deep learning. There are some studies that solve CSSP in a polynomial ti…