Kernel matrices, which arise from discretizing a kernel function k(x,x')...
Quantifying how far the output of a learning algorithm is from its targe...
A central task in medical imaging is the reconstruction of an image or
f...
We study the hardness of learning unitary transformations by performing
...
We prove that the binary classifiers of bit strings generated by random ...