Fully Understanding The Hashing Trick

Casper B. Freksen, Lior Kamma, Kasper Green Larsen

Neural Information Processing Systems 

Feature hashing, also known as the hashing trick, introduced by Weinberger et al. (2009), is one of the key techniques used in scaling-up machine learning algorithms.

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