Search results for "Jieping Ye"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Jianhui Chen, Ji Liu, Jieping Ye	Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks.	TKDD	2012	DBLP DOI BibTeX RDF
1	Rita Chattopadhyay, Mark Jesunathadas, Brach Poston, Marco Santello, Jieping Ye, Sethuraman Panchanathan	A Subject-Independent Method for Automatically Grading Electromyographic Features During a Fatiguing Contraction.	IEEE Trans. Biomed. Engineering	2012	DBLP DOI BibTeX RDF
1	Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou	Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning.	IEEE/ACM Trans. Comput. Biology Bioinform.	2012	DBLP DOI BibTeX RDF
1	Ji Liu, Jun Liu, Peter Wonka, Jieping Ye	Sparse non-negative tensor factorization using columnwise coordinate descent.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Liang Sun, Shuiwang Ji, Jieping Ye	Canonical Correlation Analysis for Multilabel Classification: A Least-Squares Formulation, Extensions, and Analysis.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF
1	Sudhir Kumar, Charlotte Konikoff, Bernard Van Emden, Christopher Busick, Kailah T. Davis, Shuiwang Ji, Lin-Wei Wu, Hector Ramos, Thomas Brody, Sethuraman Panchanathan, Jieping Ye, Timothy L. Karr, Kristyn Gerold, Michael McCutchan, Stuart J. Newfeld	FlyExpress: visual mining of spatiotemporal patterns for genes and publications in Drosophila embryogenesis.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Haiqin Yang, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu	Efficient Sparse Generalized Multiple Kernel Learning.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Shipeng Yu, Jinbo Bi, Jieping Ye	Matrix-variate and higher-order probabilistic projections.	Data Min. Knowl. Discov.	2011	DBLP DOI BibTeX RDF
1	Jieping Ye, Teresa Wu, Jing Li, Kewei Chen	Machine Learning Approaches for the Neuroimaging Study of Alzheimer's Disease.	IEEE Computer	2011	DBLP DOI BibTeX RDF
1	Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan	Transfer Learning Framework for Early Detection of Fatigue Using Non-invasive Surface Electromyogram Signals (SEMG).	AAAI Spring Symposium: Computational Physiology	2011	DBLP BibTeX RDF
1	Jiayu Zhou, Jianhui Chen, Jieping Ye	Clustered Multi-Task Learning Via Alternating Structure Optimization.	NIPS	2011	DBLP BibTeX RDF
1	Shuai Huang, Jing Li, Jieping Ye, Teresa Wu, Kewei Chen, Adam Fleisher, Eric Reiman	Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis.	NIPS	2011	DBLP BibTeX RDF
1	Lei Yuan, Jun Liu, Jieping Ye	Efficient Methods for Overlapping Group Lasso.	NIPS	2011	DBLP BibTeX RDF
1	Qian Sun, Rita Chattopadhyay, Sethuraman Panchanathan, Jieping Ye	A Two-Stage Weighting Framework for Multi-Source Domain Adaptation.	NIPS	2011	DBLP BibTeX RDF
1	Jun Liu, Liang Sun, Jieping Ye	Projection onto A Nonnegative Max-Heap.	NIPS	2011	DBLP BibTeX RDF
1	Jianhui Chen, Jiayu Zhou, Jieping Ye	Integrating low-rank and group-sparse structures for robust multi-task learning.	KDD	2011	DBLP DOI BibTeX RDF
1	Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson	Multi-source domain adaptation and its application to early detection of fatigue.	KDD	2011	DBLP DOI BibTeX RDF
1	Shuai Huang, Jing Li, Jieping Ye, Adam Fleisher, Kewei Chen, Teresa Wu, Eric Reiman	Brain effective connectivity modeling for alzheimer's disease by sparse gaussian bayesian network.	KDD	2011	DBLP DOI BibTeX RDF
1	Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye	A multi-task learning formulation for predicting disease progression.	KDD	2011	DBLP DOI BibTeX RDF
1	Ivaylo Ilinkin, Jieping Ye, Ravi Janardan	Multiple structure alignment and consensus identification for proteins.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Ting Kei Pong, Paul Tseng, Shuiwang Ji, Jieping Ye	Trace Norm Regularization: Reformulations, Algorithms, and Multi-Task Learning.	SIAM Journal on Optimization	2010	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye	A shared-subspace learning framework for multi-label classification.	TKDD	2010	DBLP DOI BibTeX RDF
1	Jun Liu, Jieping Ye	Fast Overlapping Group Lasso	CoRR	2010	DBLP BibTeX RDF
1	Jun Liu, Jieping Ye	Efficient L1/Lq Norm Regularization	CoRR	2010	DBLP BibTeX RDF
1	Vineeth Nallure Balasubramanian, Shayok Chakraborty, Sethuraman Panchanathan, Jieping Ye	Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework.	ICMLA	2010	DBLP DOI BibTeX RDF
1	Ji Liu, Peter Wonka, Jieping Ye	Multi-Stage Dantzig Selector.	NIPS	2010	DBLP BibTeX RDF
1	Jun Liu, Jieping Ye	Moreau-Yosida Regularization for Grouped Tree Structure Learning.	NIPS	2010	DBLP BibTeX RDF
1	Liang Sun, Betul Ceran, Jieping Ye	A scalable two-stage approach for a class of dimensionality reduction techniques.	KDD	2010	DBLP DOI BibTeX RDF	scalability, dimensionality reduction, regularization, least squares, generalized eigenvalue problem
1	Jianhui Chen, Ji Liu, Jieping Ye	Learning incoherent sparse and low-rank patterns from multiple tasks.	KDD	2010	DBLP DOI BibTeX RDF	sparse and low-rank patterns, trace norm, multi-task learning
1	Jun Liu, Lei Yuan, Jieping Ye	An efficient algorithm for a class of fused lasso problems.	KDD	2010	DBLP DOI BibTeX RDF	fused lasso, restart, subgradient, l1 regularization
1	Shuiwang Ji, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye	A bag-of-words approach for Drosophila gene expression pattern annotation.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Mingrui Wu, Jieping Ye	A Small Sphere and Large Margin Approach for Novelty Detection Using Training Data with Outliers.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Saif Ali, Jieping Ye, Anshuman Razdan, Peter Wonka	Compressed Facade Displacement Maps.	IEEE Trans. Vis. Comput. Graph.	2009	DBLP DOI BibTeX RDF
1	Jieping Ye, Ravi Janardan, Sudhir Kumar	Biological Image Analysis via Matrix Approximation.	Encyclopedia of Data Warehousing and Mining	2009	DBLP BibTeX RDF
1	Qi Li, Jieping Ye, Chandra Kambhamettu	Interest Pixel Mining.	Encyclopedia of Data Warehousing and Mining	2009	DBLP BibTeX RDF
1	Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye	On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares.	IJCAI	2009	DBLP BibTeX RDF
1	Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye	Multiclass Probabilistic Kernel Discriminant Analysis.	IJCAI	2009	DBLP BibTeX RDF
1	Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou	DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning.	IJCAI	2009	DBLP BibTeX RDF
1	Lei Tang, Jianhui Chen, Jieping Ye	On Multiple Kernel Learning with Multiple Labels.	IJCAI	2009	DBLP BibTeX RDF
1	Jun Liu, Jianhui Chen, Songcan Chen, Jieping Ye	Learning the Optimal Neighborhood Kernel for Classification.	IJCAI	2009	DBLP BibTeX RDF
1	Shuiwang Ji, Jieping Ye	Linear Dimensionality Reduction for Multi-label Classification.	IJCAI	2009	DBLP BibTeX RDF
1	Ji Liu, Przemyslaw Musialski, Peter Wonka, Jieping Ye	Tensor completion for estimating missing values in visual data.	ICCV	2009	DBLP DOI BibTeX RDF
1	Liu Yang, Rong Jin, Jieping Ye	Online learning by ellipsoid method.	ICML	2009	DBLP DOI BibTeX RDF
1	Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King	Non-monotonic feature selection.	ICML	2009	DBLP DOI BibTeX RDF
1	Liang Sun, Shuiwang Ji, Jieping Ye	A least squares formulation for a class of generalized eigenvalue problems in machine learning.	ICML	2009	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Jieping Ye	An accelerated gradient method for trace norm minimization.	ICML	2009	DBLP DOI BibTeX RDF
1	Jun Liu, Jieping Ye	Efficient Euclidean projections in linear time.	ICML	2009	DBLP DOI BibTeX RDF
1	Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye	A convex formulation for learning shared structures from multiple tasks.	ICML	2009	DBLP DOI BibTeX RDF
1	Jun Liu, Shuiwang Ji, Jieping Ye	Multi-Task Feature Learning Via Efficient l2, 1-Norm Minimization.	UAI	2009	DBLP BibTeX RDF
1	Shuai Huang, Jing Li, Liang Sun, Jun Liu, Teresa Wu, Kewei Chen, Adam Fleisher, Eric Reiman, Jieping Ye	Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data.	NIPS	2009	DBLP BibTeX RDF
1	Liang Sun, Jun Liu, Jianhui Chen, Jieping Ye	Efficient Recovery of Jointly Sparse Vectors.	NIPS	2009	DBLP BibTeX RDF
1	Jun Liu, Jianhui Chen, Jieping Ye	Large-scale sparse logistic regression.	KDD	2009	DBLP DOI BibTeX RDF	l1-ball constraint, adaptive line search, nesterov's method, sparse learning, logistic regression
1	Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye	Drosophila gene expression pattern annotation using sparse features and term-term interactions.	KDD	2009	DBLP DOI BibTeX RDF	gene expression pattern, sparse learning, regularization, image annotation, bag-of-words
1	Bao-Hong Shen, Shuiwang Ji, Jieping Ye	Mining discrete patterns via binary matrix factorization.	KDD	2009	DBLP DOI BibTeX RDF	binary matrix factorization, rank-one, regularization, integer linear program, maximum flow, minimum cut
1	Liang Sun, Rinkal Patel, Jun Liu, Kewei Chen, Teresa Wu, Jing Li, Eric Reiman, Jieping Ye	Mining brain region connectivity for alzheimer's disease study via sparse inverse covariance estimation.	KDD	2009	DBLP DOI BibTeX RDF	brain network, fdg-pet, sparse inverse covariance estimation, neuroimaging, alzheimer's disease
1	Shuiwang Ji, Jieping Ye	Kernel Uncorrelated and Regularized Discriminant Analysis: A Theoretical and Computational Study.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF
1	Liang Sun, Shuiwang Ji, Jieping Ye	Adaptive diffusion kernel learning from biological networks for protein function prediction.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Qi Li, Jieping Ye, Min Li, Chandra Kambhamettu	Adaptive Appearance Based Face Recognition.	International Journal on Artificial Intelligence Tools	2008	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Liang Sun, Rong Jin, Sudhir Kumar, Jieping Ye	Automated annotation of Drosophila gene expression patterns using a controlled vocabulary.	Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Jieping Ye	Generalized Linear Discriminant Analysis: A Unified Framework and Efficient Model Selection.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
1	Jieping Ye, Shuiwang Ji, Jianhui Chen	Multi-class Discriminant Kernel Learning via Convex Programming.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Jieping Ye	Comments on the Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Jieping Ye, Jianhui Chen, Ravi Janardan, Sudhir Kumar	Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA.	TKDD	2008	DBLP DOI BibTeX RDF	Gene expression pattern image, dimensionality reduction, linear discriminant analysis, linear regression
1	Qi Li, Chandra Kambhamettu, Jieping Ye	An evaluation of identity representability of facial expressions using feature distributions.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Qi Li, Jieping Ye, Chandra Kambhamettu	Interest point detection using imbalance oriented selection.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	M. Arif Wani, Mehmed M. Kantardzic, Tao Li, Ying Liu, Lukasz A. Kurgan, Jieping Ye, Mitsunori Ogihara, Seref Sagiroglu, Xue-wen Chen, Leif E. Peterson, Khalid Hafeez (eds.)	The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007	ICMLA	2008	DBLP BibTeX RDF
1	Jianhui Chen, Jieping Ye	Training SVM with indefinite kernels.	ICML	2008	DBLP DOI BibTeX RDF
1	Liang Sun, Shuiwang Ji, Jieping Ye	A least squares formulation for canonical correlation analysis.	ICML	2008	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Jieping Ye	A unified framework for generalized Linear Discriminant Analysis.	CVPR	2008	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye	Multi-label Multiple Kernel Learning.	NIPS	2008	DBLP BibTeX RDF
1	Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Yung Chang	Identifying biologically relevant genes via multiple heterogeneous data sources.	KDD	2008	DBLP DOI BibTeX RDF	bioinformatics, information integration, gene selection
1	Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye	Extracting shared subspace for multi-label classification.	KDD	2008	DBLP DOI BibTeX RDF	shared subspace, least squares, multi-label classification
1	Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Mingrui Wu, Jieping Ye	Learning subspace kernels for classification.	KDD	2008	DBLP DOI BibTeX RDF	Hilbert-Schmidt independence criterion, subspace kernel, classification, support vector machines
1	Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene E. Alexander, Eric Reiman	Heterogeneous data fusion for alzheimer's disease study.	KDD	2008	DBLP DOI BibTeX RDF	biomarker detection, heterogeneous data source fusion, tensor factorization, neuroimaging, multiple kernel learning
1	Liang Sun, Shuiwang Ji, Jieping Ye	Hypergraph spectral learning for multi-label classification.	KDD	2008	DBLP DOI BibTeX RDF	spectral learning, efficiency, regularization, least squares, hypergraph, multi-label classification, canonical correlation analysis
1	Jieping Ye, Tao Xiong	SVM versus Least Squares SVM.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Jieping Ye, Jianhui Chen, Shuiwang Ji	Discriminant kernel and regularization parameter learning via semidefinite programming.	ICML	2007	DBLP DOI BibTeX RDF
1	Jieping Ye	Least squares linear discriminant analysis.	ICML	2007	DBLP DOI BibTeX RDF
1	Jieping Ye, Zheng Zhao, Huan Liu	Adaptive Distance Metric Learning for Clustering.	CVPR	2007	DBLP DOI BibTeX RDF
1	Jianhui Chen, Jieping Ye, Qi Li	Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction.	CVPR	2007	DBLP DOI BibTeX RDF
1	Vineeth Nallure Balasubramanian, Jieping Ye, Sethuraman Panchanathan	Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation.	CVPR	2007	DBLP DOI BibTeX RDF
1	Jieping Ye, Zheng Zhao, Mingrui Wu	Discriminative K-means for Clustering.	NIPS	2007	DBLP BibTeX RDF
1	Jieping Ye, Shuiwang Ji, Jianhui Chen	Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming.	KDD	2007	DBLP DOI BibTeX RDF	quadratically constrained quadratic programming, model selection, convex optimization, kernel learning, kernel discriminant analysis
1	Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu	Nonlinear adaptive distance metric learning for clustering.	KDD	2007	DBLP DOI BibTeX RDF	clustering, kernel, distance metric, convex programming
1	Jieping Ye, Ravi Janardan, Qi Li, Haesun Park	Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	uncorrelated linear discriminant analysis, generalized singular value decomposition, QR-decomposition, Feature reduction
1	Jieping Ye, Tao Xiong	Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Qi Li, Jieping Ye, Chandra Kambhamettu	Spatial interest pixels (SIPs): useful low-level features of visual media data.	Multimedia Tools Appl.	2006	DBLP DOI BibTeX RDF	Dimensionreduction, Low-levelfeatures, Spatial interest pixels, Face recognition, Facial expression recognition
1	Jieping Ye, Tao Xiong, Ravi Janardan	CPM: A Covariance-preserving Projection Method.	SDM	2006	DBLP BibTeX RDF
1	M. Arif Wani, Tao Li, Lukasz A. Kurgan, Jieping Ye, Ying Liu (eds.)	The Fifth International Conference on Machine Learning and Applications, ICMLA 2006, Orlando, Florida, USA, 14-16 December 2006	ICMLA	2006	DBLP BibTeX RDF
1	Jieping Ye, Ivaylo Ilinkin, Ravi Janardan, Adam Isom	Multiple Structure Alignment and Consensus Identification for Proteins.	WABI	2006	DBLP DOI BibTeX RDF
1	Jieping Ye, Tao Xiong	Null space versus orthogonal linear discriminant analysis.	ICML	2006	DBLP DOI BibTeX RDF
1	Tao Xiong, Jieping Ye, Vladimir Cherkassky	Kernel Uncorrelated and Orthogonal Discriminant Analysis: A Unified Approach.	CVPR	2006	DBLP DOI BibTeX RDF
1	Qi Li, Jieping Ye, Min Li, Chandra Kambhamettu	Adaptive Appearance Based Face Recognition.	ICTAI	2006	DBLP DOI BibTeX RDF
1	Jieping Ye, Tao Xiong, Qi Li, Ravi Janardan, Jinbo Bi, Vladimir Cherkassky, Chandra Kambhamettu	Efficient model selection for regularized linear discriminant analysis.	CIKM	2006	DBLP DOI BibTeX RDF	regularization, model selection, linear discriminant analysis, dimension reduction
1	Jieping Ye, Tie Wang	Regularized discriminant analysis for high dimensional, low sample size data.	KDD	2006	DBLP DOI BibTeX RDF	quadratic discriminant analysis, dimensionality reduction, regularization, cross-validation
1	Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar	IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	Singular Value Decomposition (SVD), incremental learning, linear discriminant analysis, Dimension reduction, QR Decomposition
1	Jieping Ye, Qi Li	A Two-Stage Linear Discriminant Analysis via QR-Decomposition.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
1	Jieping Ye	Characterization of a Family of Algorithms for Generalized Discriminant Analysis on Undersampled Problems.	Journal of Machine Learning Research	2005	DBLP BibTeX RDF
1	Jieping Ye	Generalized Low Rank Approximations of Matrices.	Machine Learning	2005	DBLP DOI BibTeX RDF	classification, singular value decomposition, reconstruction error, matrix approximation
1	Chris H. Q. Ding, Jieping Ye	2-Dimensional Singular Value Decomposition for 2D Maps and Images.	SDM	2005	DBLP BibTeX RDF

Publications of "Jieping Ye" ( http://dblp.L3S.de/Authors/Jieping_Ye )