4 ms·
That's still only, what, twenty or thirty dimensions? I guess it's hard enough to gather data that it's not as simple as feeding it a big black-box optimizer, s
by saulrh 5y ago
That's still only, what, twenty or thirty dimensions? I guess it's hard enough to gather data that it's not as simple as feeding it a big black-box optimizer, something like SageMaker or Vizier that's designed to tune ML models with week-long training times and dozens of hyperparameters, but that'd still be quite a bit more powerful than the manual search that the author talks about.
- whatshisface 5y agoQuestions about prime numbers are asked in one dimension. The manual search is guided by a lot of very rigorous theory-of-experiment. It's not just trial and error, it's quite a bit more.
- kortilla 5y agoAnd do what? ML requires a way to know if it’s making correct predictions.