IEEE - Institute of Electrical and Electronics Engineers, Inc. - Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries

2018 IEEE 34th International Conference on Data Engineering (ICDE)

Author(s): Sejoon Oh ; Namyong Park ; Sael Lee ; U. Kang
Sponsor(s): IEEE Comput. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2018
Conference Location: Paris, France
Conference Date: 16 April 2018
Page(s): 1,120 - 1,131
ISBN (Electronic): 978-1-5386-5520-7
ISSN (Electronic): 2375-026X
DOI: 10.1109/ICDE.2018.00104
Regular:

Given sparse multi-dimensional data (e.g., (user, movie, time; rating) for movie recommendations), how can we discover latent concepts/relations and predict missing values? Tucker factorization... View More

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