Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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Proteins Medicine & Life Sciences
Recommender systems Engineering & Materials Science
Experiments Engineering & Materials Science
Graph in graph theory Mathematics
Data mining Engineering & Materials Science
Factorization Engineering & Materials Science
Genes Medicine & Life Sciences
Clustering algorithms Engineering & Materials Science

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Projects 2004 2018

Research Output 1994 2017

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
Supercomputers
Parallel processing systems

Fast parallel cosine K-nearest neighbor graph construction

Anastasiu, D. C. & Karypis, G. Jan 25 2017 Proceedings of IA3 2016 - 6th Workshop on Irregular Applications: Architectures and Algorithms, Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 50-53 4 p. 7833303

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

Recommender systems
Data mining
Marketing

Accounting for language changes over time in document similarity search

Morsy, S. & Karypis, G. Sep 1 2016 In : ACM Transactions on Information Systems. 35, 1, 1

Research output: Contribution to journalArticle

Dynamic models
Experiments
Ranking
Experiment
Citations
3 Citations

A Medium-Grained Algorithm for Sparse Tensor Factorization

Smith, S. & Karypis, G. Jul 18 2016 Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 902-911 10 p. 7516087

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

Decomposition
Tensors
Factorization
Communication
Data structures
1 Citations

A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning

Lasalle, D. & Karypis, G. Sep 21 2016 Proceedings - 45th International Conference on Parallel Processing, ICPP 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-September, p. 236-241 6 p. 7573823

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

Partitioning
Refinement
Graph partitioning
Concurrency
Local minima