640 citations · 1.4k across the 17 of their papers we have counts for
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All-at-once Optimization for Coupled Matrix and Tensor Factorizations
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy
Joint analysis of data from multiple sources has the potential to improve our understanding of the underlying structures in complex data sets. For instance, in restaurant recommend…
Temporal Link Prediction using Matrix and Tensor Factorizations
Daniel M. Dunlavy, Tamara G. Kolda, Evrim Acar
The data in many disciplines such as social networks, web analysis, etc. is link-based, and the link structure can be exploited for many different data mining tasks. In this paper,…
Scalable Tensor Factorizations for Incomplete Data
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy +1
The problem of incomplete data - i.e., data with missing or unknown values - in multi-way arrays is ubiquitous in biomedical signal processing, network traffic analysis, bibliometr…