Tensor decomposition: Difference between revisions

Revision as of 19:36, 12 March 2023

Revision as of 19:36, 12 March 2023

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* [[block term decomposition]]<ref>{{cite web |last1=Lathauwer |first1=Lieven De |title=Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness |url=https://epubs.siam.org/doi/abs/10.1137/070690729|doi=10.1137/070690729}}</ref><ref>{{cite web |last1=Gujral |first1=Ekta |title=Beyond rank-1: Discovering rich community structure in multi-aspect graphs |url=https://dl.acm.org/doi/abs/10.1145/3366423.3380129|doi=10.1145/3366423.3380129}}</ref>.

==Preliminary Definitions and Notation==

This section introduces basic notations and operations that are widely used in the field. A summary of symbols that we use through the whole thesis can be found in the table <ref name=":0ektagujral">{{Cite journal |last=Gujral |first=Ekta |date=2022 |title=Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition |url=https://arxiv.org/abs/2210.04404 |doi=10.48550/ARXIV.2210.04404}}</ref>

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