Binary embeddings with structured hashed projections

ICML, 2016.

Cited by: 33|Views117
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Abstract:

We consider the hashing mechanism for constructing binary embeddings, that involves pseudo-random projections followed by nonlinear (sign function) mappings. The pseudo-random projection is described by a matrix, where not all entries are independent random variables but instead a fixed "budget of randomness" is distributed across the m...More

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