Posted on July 12, 2019 | Back to Showreel

Mixed Integer Program as a Layer

Tags: technical | Paper

MIPs are close to my heart; and I really enjoy papers that combine many techniques together. This one is interesting because, again, it’s this idea of combining constraints into neural networks, and in particular bringing this information into the optimization of the overall network.

I’m not sure this idea has reached peak popularity yet, and it’s great to see more things being squeezed into the general capability of these deep networks.