Learning Distributed Representations for Statistical Language Modelling and Collaborative Filtering

With the increasing availability of large datasets machine learning techniques are becoming an increasingly attractive alternative to expert-designed approaches to solving complex problems in domains where data is abundant. In this thesis we introduce several models for large sparse discrete dataset...

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Bibliographic Details
Main Author: Mnih, Andriy
Other Authors: Hinton, Geoffrey
Language:en_ca
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1807/24832

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