Jingu Kim

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Nonnegative Matrix

Probabilistic Latent Semantic Indexing

Collaborative Filtering Algorithms

Top Venues

J. Glob. Optim.

Publications

Minho Lee, Minwoo Choi, Taehoon Yang, Jingu Kim, Jaeoh Kim, Ojeong Kwon, Namsuk Cho
A Study on the Advancement of Intelligent Military Drones: Focusing on Reconnaissance Operations. IEEE Access 12 (2024)
Ziwei Zhu, Jingu Kim, Trung Nguyen, Aish Fenton, James Caverlee
Fairness among New Items in Cold Start Recommender Systems. SIGIR (2021)
KangUn Jo, JungHyuk Im, Jingu Kim, Dae-Shik Kim
A real-time multi-class multi-object tracker using YOLOv2. ICSIPA (2017)
Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, Haesun Park
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization. KDD (2015)
Jingu Kim, Taneli Mielikäinen
Conditional Log-linear Models for Mobile Application Usage Prediction. ECML/PKDD (1) (2014)
Jingu Kim, Yunlong He, Haesun Park
Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework. J. Glob. Optim. 58 (2) (2014)
Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park
Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. ICDM (2013)
Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park
A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems. ACC (2012)
Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park
Command Generation Techniques for a Pin Array Using the SVD and the SNMF. SyRoCo (2012)
Jingu Kim, Renato D. C. Monteiro, Haesun Park
Group Sparsity in Nonnegative Matrix Factorization. SDM (2012)
Bo Thiesson, Jingu Kim
Fast Variational Mode-Seeking. AISTATS (2012)
Wooyoung Kim, Bernard Chen, Jingu Kim, Yi Pan, Haesun Park
Sparse nonnegative matrix factorization for protein sequence motif discovery. Expert Syst. Appl. 38 (10) (2011)
Anoop Korattikara Balan, Levi Boyles, Max Welling, Jingu Kim, Haesun Park
Statistical Optimization of Non-Negative Matrix Factorization. AISTATS (2011)
Jingu Kim, Haesun Park
Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons. SIAM J. Sci. Comput. 33 (6) (2011)
Jingu Kim, Haesun Park
Fast Active-set-type Algorithms for L1-regularized Linear Regression. AISTATS (2010)
Barry L. Drake, Jingu Kim, Mahendra Mallick, Haesun Park
Supervised Raman spectra estimation based on nonnegative rank deficient least squares. FUSION (2010)
Jingu Kim, Haesun Park
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. ICDM (2008)