Jingu Kim 김진구
Jingu Kim 김진구
Helping computers learn from data using statistics and mathematics
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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
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
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
Sparse nonnegative matrix factorization for clustering
J Kim, H Park
Georgia Institute of Technology, 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
Fast Nonnegative Tensor Factorization with an Active-Set-Like Method
J Kim, H Park
High-Performance Scientific Computing, 311-326, 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
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
Fast active-set-type algorithms for L1-regularized linear regression
J Kim, H Park
Proc. AISTAT, 397-404, 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
Conditional Log-linear Models for Mobile Application Usage Prediction
J Kim, T Mielikäinen
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
Variational mode seeking
B Thiesson, J Kim
US Patent 8,484,253, 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
Nonnegative matrix and tensor factorizations, least squares problems, and applications
J Kim
Georgia Institute of Technology, 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
Fast variational modeseeking
B Thiesson, J Kim
Proceedings of the Fifteenth International Conference on Artificial …, 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
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
A Control Loop Structure Based on Semi-Nonnegative Matrix Factorization for Input-Coupled Systems
RC Winck, J Kim, WJ Book, H Park
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