Efficient matrix multiplication does not make one a “tier-A mathematician”. And to add to that, even tier-A mathematics can be pretty damn boring.
The algorithms that are used by most ad recommendation services are deep enough themselves.
The ICML test of time award this year was for an adaptation of a technique used to study online decision making algorithms.