nextml / NEXT

NEXT is a machine learning system that runs in the cloud and makes it easy to develop, evaluate, and apply active learning in the real-world. Ask better questions. Get better results. Faster. Automated.
http://nextml.org
Apache License 2.0
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ENH: implement KLUCB algorithm with borda reduction #209

Closed stsievert closed 7 years ago

stsievert commented 7 years ago

computeUCB isn’t run asynchronously with a priority list like in cardinal bandits KLUCB, and I'm unsure how that will effect performance.

stsievert commented 7 years ago

I have load tested this between two different EC2 machines. I find no difference between KL-UCB and Lil-UCB.