Feature hashing

Known as: Hash trick, Hashtrick, Hashing trick

In machine learning, feature hashing, also known as the hashing trick (by analogy to the kernel trick), is a fast and space-efficient way of…

Papers overview

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2019

Network embedding is a promising way of network representation, facilitating many signed social network processing and analysis…

2018

Text Mining is widely used in many areas transforming unstructured text data from all sources such as patients' record, social…

2018

L’objectiu d’aquest projecte es basa en estudiar l’aplicacio de metodes d’eficiencia sobre les xarxes neurals, els quals busquen…

2017

Recent developments in inference algorithms based on stochastic Expectationmaximization or stochastic cellular automata (SCA…

2016

Traditional cross-view information retrieval mainly rests on correlating two sets of features in different views. However…

2014

This study focuses on the second group of hashing algorithms and criticizes the hashing algorithms using Feistel Networkwhich are…

2013

Randomly hashing multiple features into one aggregated feature is routinely used in largescale machine learning tasks to both…

2011

For most children in North America, Halloween is one of the most exciting holidays of the year. But some critics insist that its…

2010

The $\ell_1$ tracker obtains robustness by seeking a sparse representation of the tracking object via $\ell_1$ norm minimization…

2009

This paper delves into a recently proposed technique for collaborative spam filtering [7] that facilitates personalization with…