Tamara G. Kolda is an independent scientist and consultant based in the United States. Their research primarily spans the fields of computer science and mathematics, with significant contributions to computational mathematics and artificial intelligence. The scientist's work is characterized by a focus on tensor decomposition and applications, and it also extends to areas such as sparse and compressive sensing techniques, computational physics with Python applications, advanced neural network applications, matrix theory and algorithms, algorithms and data compression, and machine learning and data classification.
Publications by Tamara G. Kolda include a range of recent papers published in prominent venues. Among them are:
The frequent publication venues for this scientist predominantly include:
Collaborations have played a notable role in Tamara G. Kolda's research output. The scientist has frequently worked with the following co-authors:
Kolda has authored a book titled Tensor Decompositions for Data Science, which is forthcoming in 2025 from Cambridge University Press. This work adds to their extensive research portfolio in the area of tensor methods and their applications within data science.
Recognition of the scientist's contributions includes multiple awards and honors:
Tamara G. Kolda;Brett W. Bader
Tamara G. Kolda;Robert Michael Lewis;Virginia Torczon
Michael A. Heroux;Roscoe A. Bartlett;Vicki E. Howle;Robert J. Hoekstra
Evrim Acar;Daniel M. Dunlavy;Tamara G. Kolda;Morten Mørup
Daniel M. Dunlavy;Tamara G. Kolda;Evrim Acar
Bruce Hendrickson;Tamara G. Kolda
Brett W. Bader;Tamara G. Kolda
Brett W. Bader;Tamara G. Kolda
Tamara G. Kolda
Kevin R. Long;Raymond Stephen Tuminaro;Roscoe Ainsworth Bartlett;Robert John Hoekstra
Tamara Gibson Kolda
T.G. Kolda;Jimeng Sun
Tamara G. Kolda;Jackson R. Mayo
Evrim Acar;Daniel M. Dunlavy;Tamara G. Kolda
T.G. Kolda;B.W. Bader;J.P. Kenny
Alex H. Williams;Tony Hyun Kim;Forea Wang;Saurabh Vyas
Tamara G. Kolda;Dianne P. O'Leary
Evrim Acar;Tamara G. Kolda;Daniel M. Dunlavy
Eric C. Chi;Tamara G. Kolda
Casey Battaglino;Grey Ballard;Tamara G. Kolda
C. Seshadhri;Tamara G. Kolda;Ali Pinar
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