Concepedia

Daniel Dunlavy

DD

16

Publications

1.9K

Citations

15

H-Index

2003

Active since

Affiliations

Sandia National Laboratories(Current)

Sandia National Laboratories California

University of Maryland, College Park

Technical University of Denmark

Daniel Dunlavy is an author at Sandia National Laboratories specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryData MiningMachine LearningText MiningSemantic WebInformation RetrievalNatural Language Processing

Publications per year

2003–2020

16

Publications

16

Scalable tensor factorizations for incomplete data

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda et al. · Chemometrics and Intelligent Laboratory Systems · 2010 · 623 citations · Full text

Engineering, Machine Learning, Data Science +7

A scalable optimization approach for fitting canonical tensor decompositions

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda · Journal of Chemometrics · 2011 · 301 citations

Low-rank Approximation, Sparse Representation, Engineering +13

All-at-once Optimization for Coupled Matrix and Tensor Factorizations

Evrim Acar, Tamara G. Kolda, Daniel Dunlavy · arXiv (Cornell University) · 2011 · 245 citations · Full text

Engineering, Machine Learning, Text Mining +17

Link Prediction on Evolving Data Using Matrix and Tensor Factorizations

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda · 2009 · 154 citations

Engineering, Machine Learning, Temporal Link Prediction +20

Scalable Tensor Factorizations with Missing Data

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda et al. · 2010 · 134 citations

Sparse Representation, Engineering, Machine Learning +14

Rows per page

1–5 of 16