- Cutting Plane Algorithm for lp-Norm Multiple Kernel Learning: This code was written as part of the Convex Optimization Course Project along with Uma. Here, we implement the cutting plane algorithm from section 2.4.2 of this paper. [code]
- Class Ratio Estimation: An implementation of my ICML 2014 paper is available in Java on github. The cutting plane algorithm for the kernel learning is incomplete since there is no SDP solver that I can directly use at the moment. However, kernel learning is solved using projected subgradient method in this implementation.
MANTRA OF QUICK SUCCESS?
... is to fail as much as necessary as soon as possible
