| Algorithms for nonnegative matrix and tensor factorizations: A unified view based on block coordinate descent framework J Kim, Y He, H Park Journal of Global Optimization 58 (2), 285-319, 2014 | 426 | 2014 |
| Fast nonnegative matrix factorization: An active-set-like method and comparisons J Kim, H Park SIAM Journal on Scientific Computing 33 (6), 3261-3281, 2011 | 400 | 2011 |
| Toward faster nonnegative matrix factorization: A new algorithm and comparisons J Kim, H Park 2008 Eighth IEEE International Conference on Data Mining, 353-362, 2008 | 294 | 2008 |
| Sparse nonnegative matrix factorization for clustering J Kim, H Park Georgia Institute of Technology, 2008 | 291 | 2008 |
| Simultaneous discovery of common and discriminative topics via joint nonnegative matrix factorization H Kim, J Choo, J Kim, CK Reddy, H Park Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 87 | 2015 |
| Fast Nonnegative Tensor Factorization with an Active-Set-Like Method J Kim, H Park High-Performance Scientific Computing, 311-326, 2012 | 79 | 2012 |
| Group sparsity in nonnegative matrix factorization J Kim, RDC Monteiro, H Park Proceedings of the 2012 SIAM International Conference on Data Mining (SDM …, 2012 | 75 | 2012 |
| Fairness among new items in cold start recommender systems Z Zhu, J Kim, T Nguyen, A Fenton, J Caverlee Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 64 | 2021 |
| Fast active-set-type algorithms for L1-regularized linear regression J Kim, H Park Proc. AISTAT, 397-404, 2010 | 42 | 2010 |
| Sparse nonnegative matrix factorization for protein sequence motif discovery W Kim, B Chen, J Kim, Y Pan, H Park Expert Systems with Applications 38 (10), 13198-13207, 2011 | 26 | 2011 |
| Conditional Log-linear Models for Mobile Application Usage Prediction J Kim, T Mielikäinen Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014 | 18 | 2014 |
| Variational mode seeking B Thiesson, J Kim US Patent 8,484,253, 2013 | 17 | 2013 |
| Statistical optimization of non-negative matrix factorization A Korattikara, L Boyles, M Welling, J Kim, H Park Proceedings of the 14th International Con ference on Artificial Intelligence …, 2011 | 16* | 2011 |
| Nonnegative matrix and tensor factorizations, least squares problems, and applications J Kim Georgia Institute of Technology, 2011 | 13 | 2011 |
| Supervised Raman spectra estimation based on nonnegative rank deficient least squares B Drake, J Kim, M Mallick, H Park Information Fusion (FUSION), 2010 13th Conference on, 1-8, 2010 | 12 | 2010 |
| Fast variational modeseeking B Thiesson, J Kim Proceedings of the Fifteenth International Conference on Artificial …, 2012 | 7 | 2012 |
| Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery J Kim, N Ramakrishnan, M Marwah, A Shah, H Park 2013 IEEE 13th International Conference on Data Mining, 360-369, 2013 | 6 | 2013 |
| Command Generation Techniques for a Pin Array using the SVD and the SNMF RC Winck, J Kim, WJ Book, H Park IFAC Proceedings Volumes 45 (22), 411-416, 2012 | 5 | 2012 |
| A Control Loop Structure Based on Semi-Nonnegative Matrix Factorization for Input-Coupled Systems RC Winck, J Kim, WJ Book, H Park | 5* | |
Haesun ParkRegents' Professor of Computational Science and Engineering, Georgia Institute of TechnologyПотвърден имейл адрес: cc.gatech.edu
