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Recommender systems Engineering & Materials Science
Data storage equipment Engineering & Materials Science
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Factorization Engineering & Materials Science
Proteins Engineering & Materials Science
Parallel algorithms Engineering & Materials Science
Tensors Engineering & Materials Science
Chemical compounds Engineering & Materials Science

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Projects 2004 2023

Tensors
Decomposition
computer science

Research Output 1970 2018

Accelerating the tucker decomposition with compressed sparse tensors

Smith, S. & Karypis, G. Jan 1 2017 Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Proceedings. Springer- Verlag, p. 653-668 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10417 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tensors
Tensor
Decompose
Matrix multiplication
Data storage equipment
3 Citations

An Exploration of Optimization Algorithms for High Performance Tensor Completion

Smith, S., Park, J. & Karypis, G. Mar 13 2017 Proceedings of SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, p. 359-371 13 p. 7877109

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tensors
Charge coupled devices
Communication
Data storage equipment
Supercomputers
1 Citations

Constrained Tensor Factorization with Accelerated AO-ADMM

Smith, S., Beri, A. & Karypis, G. Sep 1 2017 Proceedings - 46th International Conference on Parallel Processing, ICPP 2017. Institute of Electrical and Electronics Engineers Inc., p. 111-120 10 p. 8025285

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Method of multipliers
Factorization
Tensors
Speedup
Tensor

Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization

Almutairi, F. M., Sidiropoulos, N. D. & Karypis, G. Aug 1 2017 In : IEEE Journal on Selected Topics in Signal Processing. 11, 5, p. 729-741 13 p., 7931546

Research output: Contribution to journalArticle

Factorization
Tensors
Collaborative filtering
Students
Expert systems

Cumulative knowledge-based regression models for next-term grade prediction

Morsy, S. & Karypis, G. Jan 1 2017 Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 552-560 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Experiments