Low-Rank Sparse Feature Selection for Patient Similarity Learning
暂无分享,去创建一个
[1] M. Yuan,et al. Model selection and estimation in regression with grouped variables , 2006 .
[2] Zhen Li,et al. Learning Locally-Adaptive Decision Functions for Person Verification , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[3] Jun Liu,et al. Efficient `1=`q Norm Regularization , 2010 .
[4] Inderjit S. Dhillon,et al. Information-theoretic metric learning , 2006, ICML '07.
[5] Kilian Q. Weinberger,et al. Distance Metric Learning for Large Margin Nearest Neighbor Classification , 2005, NIPS.
[6] Jieping Ye,et al. Adaptive Distance Metric Learning for Clustering , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[7] Noah Simon,et al. A Sparse-Group Lasso , 2013 .
[8] Jimeng Sun,et al. Localized Supervised Metric Learning on Temporal Physiological Data , 2010, 2010 20th International Conference on Pattern Recognition.
[9] P. Bühlmann,et al. The group lasso for logistic regression , 2008 .
[10] Kewei Cheng,et al. Feature Selection , 2016, ACM Comput. Surv..
[11] Jieping Ye,et al. Efficient L1/Lq Norm Regularization , 2010, ArXiv.
[12] Jimeng Sun,et al. Multi-layer Representation Learning for Medical Concepts , 2016, KDD.
[13] Dimitri P. Bertsekas,et al. On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators , 1992, Math. Program..
[14] Volker Roth,et al. A Complete Analysis of the l_1, p Group-Lasso , 2012, ICML.
[15] Charu C. Aggarwal,et al. Heterogeneous Network Embedding via Deep Architectures , 2015, KDD.
[16] Brian Kulis,et al. Metric Learning: A Survey , 2013, Found. Trends Mach. Learn..
[17] Fei Wang,et al. PSF: A Unified Patient Similarity Evaluation Framework Through Metric Learning With Weak Supervision , 2015, IEEE Journal of Biomedical and Health Informatics.
[18] Charu C. Aggarwal,et al. Learning Local Semantic Distances with Limited Supervision , 2014, 2014 IEEE International Conference on Data Mining.
[19] Jimeng Sun,et al. Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment , 2011, SDM.
[20] Wei Liu,et al. Learning Distance Metrics with Contextual Constraints for Image Retrieval , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[21] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[22] Petra Perner,et al. Data Mining - Concepts and Techniques , 2002, Künstliche Intell..
[23] Tat-Seng Chua,et al. An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization , 2009, ICML '09.