Projects per year
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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Network
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Projects 2004 2023
High-Performance Static and Streaming Tensor Factorization Algorithms
8/10/18 → 2/9/19
Project: Research project
Factorization
Tensors
REU Site: Computational Methods for Discovery Driven by
Karypis, G., Jensen, K. & Larson, A. C.
4/1/18 → 3/31/21
Project: Research project
Computational methods
Big data
University of Minnesota Clinical and Translational Scien
Blazar, B. R., AbuSalah, A. M., Adam, T. J., Aliferis, MD, PhD, C., Allen, J. R., Beckman, K. B., Billings, J. L., Bloomfield, H. E., Bornsztein, B., Brearley, A. M., Call, K. T., Chi, C., Clancy, T., Connett, J. E., Daniels, B. S., Eder, M., El-Fakahany, E. E., Fischer, G., Fulkerson, J., Garwood, M., Georgopoulos, A. P., Guan, W., Henderson, J. N., Hodges, J. S., Ingbar, D. H., Jones-Webb, R. J., Jordan, C. M., Karypis, G., Knights, D., Kumar, V., LeBien, T. W., Lim, K. O., Ma, S., Melton-Meaux, G. B., Myers, C. L., Neuhauser, C., Oakes, M., Okuyemi, K., Pakhomov, S. V., Panoskaltsis-Mortari, A., Pieczkiewicz, D. S., Raymond, N., Riggs, S., Rudser, K., Ruggles, S., Schacker, T. W., Schleiss, M. R., Shekhar, S., Shen, S., Simon, G. J., Ugurbil, K., Vock, D. M., Volkov, B. B., Wang, J., Warren, J. R., Weber-Main, A. M., Weisdorf, D. J., Wolf, S. M., Zellmer-Bruhn, M. E. & Zhang, R.
NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE
3/30/18 → 2/28/23
Project: Research project
science
Tensors
Decomposition
Research Output 1970 2018
Distributed representation of multi-sense words: A loss driven approach
Manchanda, S. & Karypis, G., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Ho, B., Phung, D., Webb, G. I., Tseng, V. S., Ganji, M. & Rashidi, L. (eds.). Springer- Verlag, p. 337-349 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10938 LNAI)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Assign
Model
Experiment
Experiments
Similarity
Enriching course-Specific regression models with content features for grade prediction
Hu, Q., Polyzou, A., Karypis, G. & Rangwala, H., Jan 16 2018, Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 504-513 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Regression Model
Students
Prediction
Flexibility
Pedagogy
HPC formulations of optimization algorithms for tensor completion
Smith, S., Park, J. & Karypis, G., May 1 2018, In : Parallel Computing. 74, p. 99-117 19 p.Research output: Contribution to journal › Article
Alternating Least Squares
Charge coupled devices
Tensors
Completion
Optimization Algorithm
Local latent space models for top-N recommendation
Christakopoulou, E. & Karypis, G., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1235-1243 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Purchasing
Experiments
Streaming tensor factorization for infinite data sources
Smith, S., Huang, K., Sidiropoulos, N. D. & Karypis, G., Jan 1 2018, p. 81-89 9 p.Research output: Contribution to conference › Paper
Factorization
Tensors
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