3 ms·
What 1980s-era ML technique are you using and why is it better suited for your application than something modern? Is it „just“ the ability to explain solutions,
by i_don_t_know 3y ago
What 1980s-era ML technique are you using and why is it better suited for your application than something modern? Is it „just“ the ability to explain solutions, or is there something else like guarantees for XYZ?
- kqr 3y agoThe core part of it is doing dimensionality reduction with shallow neural networks, but essentially all user-facing functionality we get by controlling the training methods and hooking into the neural network and querying it all sorts of ways. We switched from more modern techniques primarily because they needed too much data to work well, but the other things I mentioned are the benefits we noted along the way. I don't know if that answers your question.