Re: 'novel breakthrough theory of machine learning' by Vladimir Vapnik
From Prof. Vapnik's webpage, it appears to be allowing the "teacher" to provide the learning algorithm more versatile information. Given that there is no paper on that yet, I guess we'd have to wait for the presentation and see.
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When one teaches, two learn.
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