Geoff Hinton's Dark Knowledge - FastML
Geoff Hinton had been silent since he went to work for Google. Recently, however, Geoff has come out and started talking about something he calls dark knowledge. Maybe some questions shouldn’t be asked, but what does he mean by that? Image credit: Shadow of the Vampire Perhaps the first thing to understand here is the problem being solved: model complexity at test time. Complex models like ensembl
Deep learning made easy - FastML
As usual, there’s an interesting competition at Kaggle: The Black Box. It’s connected to ICML 2013 Workshop on Challenges in Representation Learning, held by the deep learning guys from Montreal. There are a couple benchmarks for this competition and the best one is unusually hard to beat1 - only less than a fourth of those taking part managed to do so. We’re among them. Here’s how. The key ingred
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