Jingu Kim

According to our database, Jingu Kim authored at least 19 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

A Study on the Advancement of Intelligent Military Drones: Focusing on Reconnaissance Operations.

Minho Lee, Minwoo Choi, Taehoon Yang, Jingu Kim, Jaeoh Kim, Ojeong Kwon, Namsuk Cho

IEEE Access, 2024

2021

Fairness among New Items in Cold Start Recommender Systems.

Ziwei Zhu, Jingu Kim, Trung Nguyen, Aish Fenton, James Caverlee

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2017

A real-time multi-class multi-object tracker using YOLOv2.

KangUn Jo, JungHyuk Im, Jingu Kim, Dae-Shik Kim

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2015

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization.

Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, Haesun Park

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework.

Jingu Kim, Yunlong He, Haesun Park

J. Glob. Optim., 2014

Conditional Log-linear Models for Mobile Application Usage Prediction.

Jingu Kim, Taneli Mielikäinen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery.

Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Fast Variational Mode-Seeking.

Bo Thiesson, Jingu Kim

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Command Generation Techniques for a Pin Array Using the SVD and the SNMF.

Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park

Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012

Group Sparsity in Nonnegative Matrix Factorization.

Jingu Kim, Renato D. C. Monteiro, Haesun Park

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems.

Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park

Proceedings of the American Control Conference, 2012

Fast Nonnegative Tensor Factorization with an Active-Set-Like Method.

Jingu Kim, Haesun Park

Proceedings of the High-Performance Scientific Computing - Algorithms and Applications., 2012

2011

Nonnegative matrix and tensor factorizations, least squares problems, and applications.

Jingu Kim

PhD thesis, 2011

Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons.

Jingu Kim, Haesun Park

SIAM J. Sci. Comput., 2011

Statistical Optimization of Non-Negative Matrix Factorization.

Anoop Korattikara Balan, Levi Boyles, Max Welling, Jingu Kim, Haesun Park

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Sparse nonnegative matrix factorization for protein sequence motif discovery.

Wooyoung Kim, Bernard Chen, Jingu Kim, Yi Pan, Haesun Park

Expert Syst. Appl., 2011

2010

Fast Active-set-type Algorithms for L1-regularized Linear Regression.

Jingu Kim, Haesun Park

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Supervised Raman spectra estimation based on nonnegative rank deficient least squares.

Barry L. Drake, Jingu Kim, Mahendra Mallick, Haesun Park

Proceedings of the 13th Conference on Information Fusion, 2010

2008

Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons.

Jingu Kim, Haesun Park

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008