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Statistical semantics for enhancing document clustering
Ahmed K. Farahat and Mohamed S. Kamel , Knowledge and Information Systems (KAIS) , 2011MATLABFree
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Evolutionary Many-objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation
Ran Cheng, Tobias Rodemann, Michael Fischer, Markus Olhofer, and Yaochu Jin , IEEE Transactions on Emerging Topics in Computational Intelligence , 2017MATLABFree
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Test Problems for Large-scale Multiobjective and Many-objective Optimization
Ran Cheng, Yaochu Jin, Markus Olhofer and Bernhard Sendhoff , IEEE Transactions on Cybernetics , 2017MATLABFree
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A Reference Vector Guided Evolutionary Algorithm for Many-objective Optimization
Ran Cheng, Yaochu Jin, Markus Olhofer and Bernhard Sendhoff , IEEE Transactions on Evolutionary Computation , 2016MATLABFree
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A Multiobjective Evolutionary Algorithm using Gaussian Process based Inverse Modeling
Ran Cheng , Yaochu Jin, Kaname Narukawa and Bernhard Sendhoff , IEEE Transactions on Evolutionary Computation , 2015MATLABFree
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A Competitive Swarm Optimizer for Large Scale Optimization
Ran Cheng and Yaochu Jin , IEEE Transactions on Cybernetics , 2015MATLAB / CFree
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A Social Learning Particle Swarm Optimization Algorithm for Scalable Optimization
Ran Cheng and Yaochu Jin , Information Sciences , 2015MATLAB / CFree
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Parallel Peaks: A Visualization Method for Benchmark Studies of Multimodal Optimization
Ran Cheng, Miqing Li and Xin Yao , IEEE Congress on Evolutionary Computation (CEC'2017) , 2017MATLABFree
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Robust Ensemble Clustering Using Probability Trajectories
Dong Huang, Jian-Huang Lai, Chang-Dong Wang , IEEE Transactions on Knowledge and Data Engineering , 2016MATLABFree
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Ensemble clustering using factor graph
Dong Huang, JianHuang Lai, Chang-Dong Wang , Pattern Recognition , 2016MATLABFree
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Combining Multiple Clusterings via Crowd Agreement Estimation and Multi-Granularity Link Analysis
Dong Huang, Jian-Huang Lai, Chang-Dong Wang , Neurocomputing , 2015MATLABFree
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Contact-Based Routing in DTNs
Sujata Pal and Sudip Misra , in Proc. of the ACM International Conference on Ubiquitous Information Management and Communication, Indonesia, 2015 , 2015JAVAFree
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Evolutionary Multiobjective Optimization Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection
Ran Cheng, Miqing Li, Ke Li and Xin Yao , IEEE Transactions on Evolutionary Computation , 2017MATLABFree
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Locally Weighted Ensemble Clustering
Dong Huang, Chang-Dong Wang, Jian-Huang Lai , IEEE Transactions on Cybernetics , 2018MATLABFree
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TransT: Type-based Multiple Embedding Representations for Knowledge Graph Completion
shh , Joint European Conference on Machine Learning and Knowledge Discovery in Databases , 2017C++Free
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A PID Controller Approach for Stochastic Optimization of Deep Networks
W. An, H. Wang, Q. Sun, J. Xu, Q. Dai, L. Zhang , Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018PyTorchFree
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A Hybrid L1-L0 Layer Decomposition Model for Tone Mapping
Z. Liang, J. Xu, D. Zhang, Z. Cao and L. Zhang , Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2018MATLABFree
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Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural
M.U. Gutmann and A. Hyvärinen , Journal of Machine Learning Research , 2012MATLABFree
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SP-Cache: Load-balanced, Redundancy-free Cluster Caching with Selective Partition
Yinghao Yu, Renfei Huang, Wei Wang, Jun Zhang, and Khaled Ben Letaief , 2018 Proceedings of IEEE/ACM International Conference for High Performance Computing, Networking, Storage, and Analysis (SC18) , 2018PythonFree
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New Primal SVM Solver with Linear Computational Cost for Big Data Classifications
Feiping Nie, Yizhen Huang, Xiaoqian Wang, Heng Huang , The 31st International Conference on Machine Learning (ICML) , 2014MATLABFree
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Optimal Mean Robust Principal Component Analysis
Feiping Nie, Jianjun Yuan, Heng Huang , The 31st International Conference on Machine Learning (ICML) , 2014MATLABFree
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Clustering and Projected Clustering with Adaptive Neighbors
Feiping Nie, Xiaoqian Wang, Heng Huang , The 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 2014MATLABFree
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Social Trust Prediction Using Heterogeneous Networks
Jin Huang, Feiping Nie, Heng Huang, Yicheng Tu, Yu Lei , ACM Transactions on Knowledge Discovery from Data (TKDD) , 2013MATLABFree
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Learning a Subspace for Clustering via Pattern Shrinking
Chenping Hou, Feiping Nie, Changshui Zhang, Yi Wu , (IPM) , 2013MATLABFree
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A Flexible and Effective Linearization Method for Subspace Learning
Feiping Nie, Dong Xu, Ivor WTsang, Changshui Zhang , Book Chapter in Graph Embedding for Pattern Analysis , 2013MATLABFree
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On The Equivalent of Low-Rank Linear Regressions and Linear Discriminant Analysis Based Regressions
Xiao Cai, Chris Ding, Feiping Nie, Heng Huang , The 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 2013MATLABFree
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Social Trust Prediction Using Rank-k Matrix Recovery
Jin Huang, Feiping Nie, Heng Huang, Yu Lei, Chris Ding , The 23rd International Joint Conference on Artificial Intelligence (IJCAI) , 2013MATLABFree
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Early Active Learning via Robust Representation and Structured Sparsity
Feiping Nie, Hua Wang, Heng Huang, Chris Ding , The 23rd International Joint Conference on Artificial Intelligence (IJCAI) , 2013MATLABFree
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Adaptive Loss Minimization for Semi-Supervised Elastic Embedding
Feiping Nie, Hua Wang, Heng Huang, Chris Ding , The 23rd International Joint Conference on Artificial Intelligence (IJCAI) , 2013MATLABFree
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Exact Top-k Feature Selection via l2,0-Norm Constraint
Xiao Cai, Feiping Nie, Heng Huang , The 23rd International Joint Conference on Artificial Intelligence (IJCAI) , 2013MATLABFree
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Multi-View K-Means Clustering on Big Data
Xiao Cai, Feiping Nie, Heng Huang , The 23rd International Joint Conference on Artificial Intelligence (IJCAI) , 2013MATLABFree
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Supervised and Projected Sparse Coding for Image Classification
Jin Huang, Feiping Nie, Heng Huang, Chris Ding , The Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI) , 2013MATLABFree
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Robust Discrete Matrix Completion
Jin Huang, Feiping Nie, Heng Huang , The Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI) , 2013MATLABFree
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Heterogeneous Image Features Integration via Multi-Modal Semi-Supervised Learning Model
Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang , International Conference on Computer Vision (ICCV) , 2013MATLABFree
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Unsupervised maximum margin feature selection via L2,1-norm minimization
Shizhun Yang, Chenping Hou, Feiping Nie, Yi Wu , Neural Computing & Applications (NCA) , 2012MATLABFree
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An Iterative Locally Linear Embedding Algorithm
Deguang Kong, Chris Ding, Heng Huang, Feiping Nie , The 29th International Conference on Machine Learning (ICML) , 2012MATLABFree
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Trust Prediction via Aggregating Heterogeneous Social Networks
Jin Huang, Feiping Nie, Heng Huang, Yicheng Tu , The 21st ACM International Conference on Information and Knowledge Management (CIKM) , 2012MATLABFree
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Semi-Supervised Learning Using Negative Labels
Chenping Hou, Feiping Nie, Fei Wang, Changshui Zhang, Yi Wu , IEEE Transactions on Neural Networks (TNN) , 2011MATLABFree
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Semi-Supervised Dimensionality Reduction and Classification through Virtual Label Regression
Feiping Nie, Dong Xu, Xuelong Li, Shiming Xiang , IEEE Transactions on Systems, Man and Cybernetics, Part B (TSMCB) , 2011MATLABFree
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Interactive Image Segmentation with Multiple Linear Reconstructions in Windows
Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang , IEEE Transactions on Multimedia (TMM) , 2011MATLABFree
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Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering
Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon , The 22nd International Joint Conference on Artificial Intelligence (IJCAI) , 2011MATLABFree
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Heterogeneous Image Features Integration via Multi-View Spectral Clustering
Xiao Cai, Feiping Nie, Heng Huang, Farhad Kamangar , The 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2011MATLABFree
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Sparse Multi-Task Regression and Feature Selection to Identify Brain Imaging Predictors for Memory Performance
Hua Wang ; Feiping Nie ; Heng Huang ; Shannon Risacher ; Chris Ding ; Andrew J Saykin ; Li Shen , The 13th International Conference on Computer Vision (ICCV) , 2011MATLABFree
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Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression
Hua Wang, Feiping Nie, Heng Huang, Shannon Risacher, Andrew J Saykin, Li Shen, ADNI , The 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) , 2011MATLABFree
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Semi-Supervised Classification via Local Spline Regression
Shiming Xiang, Feiping Nie, and Changshui Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2010MATLABFree
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Multiple View Semi-Supervised Dimensionality Reduction
Chenping Hou, Changshui Zhang, Yi Wu, Feiping Nie , Pattern Recognition , 2010MATLABFree
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Efficient and Robust Feature Selection via Joint L21-Norms Minimization
Feiping Nie, Heng Huang, Xiao Cai, Chris Ding , Advances in Neural Information Processing Systems 23 (NIPS) , 2010MATLABFree
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Improved MinMax Cut Graph Clustering with Nonnegative Relaxation
Feiping Nie, Chris Ding, Dijun Luo, Heng Huang , The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) , 2010MATLABFree
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Semi-supervised Feature Selection Based on Label Propagation and Subset Selection
Yun Liu, Feiping Nie, Jigang Wu, Lihui Chen , The International Conference on Computer and Information Application (ICCIA) , 2010MATLABFree
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Interactive Natural Image Segmentation via Spline Regression
Shiming Xiang, Feiping Nie, Chunxia Zhang and Changshui Zhang , IEEE Transactions on Image Processing (TIP) , 2009MATLABFree
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Nonlinear Dimensionality Reduction with Local Spline Embedding
Shiming Xiang, Feiping Nie, Changshui Zhang and Chunxia Zhang , IEEE Transactions on Knowledge and Data Engineering(TKDE) , 2009MATLABFree
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Semi-Supervised Orthogonal Discriminant Analysis via Label Propagation
Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang , . , 2009MATLABFree
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Extracting the Optimal Dimensionality for Local Tensor Discriminant Analysis
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang , Pattern Recognition (PR) , 2009MATLABFree
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Spectral Embedded Clustering
Feiping Nie, Dong Xu, Ivor W.Tsang, Changshui Zhang , The 21st International Joint Conference on Artificial Intelligence (IJCAI) , 2009MATLABFree
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Ranking with Local Regression and Global Alignment for Cross Media Retrieval
Yi Yang, Dong Xu, Feiping Nie, Jiebo Luo and Yueting Zhuang , ACM International Conference on Multimedia (ACM MM) , 2009MATLABFree
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Learning a Mahalanobis distance metric for data clustering and classification
Shiming Xiang, Feiping Nie, and Changshui Zhang , Pattern Recognition (PR) , 2008MATLABFree
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Trace Ratio Criterion for Feature Selection
Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan , The Twenty-Third AAAI Conference on Artificial Intelligence (AAAI) , 2008MATLABFree
-
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang , 1st Workshop on Component Analysis Methods for Classification Clustering Modeling and Estimation Problems in Computer Vision (CVPR workshop) , 2007MATLABFree
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Extracting the Optimal Dimensionality for Discriminant Analysis
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang , The 32nd International Conference on Acoustics Speech and Signal Processing (ICASSP) , 2007MATLABFree
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Spline Embedding for Nonlinear Dimensionality Reduction
Shiming Xiang, Feiping Nie, Changshui Zhang and Chunxia Zhang , European Conference on Machine Learning (ECML) , 2006MATLABFree
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Large-Scale Adaptive Semi-Supervised Learning via Unified Inductive and Transductive Model
De Wang, Feiping Nie, Heng Huang , The 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 2014MATLABFree
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Efficient Image Classification via Multiple Rank Regression
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu , (TIP) , 2013MATLABFree
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Robust Manifold Non-Negative Matrix Factorization
Jin Huang, Feiping Nie, Heng Huang, Chris Ding , ACM Transactions on Knowledge Discovery from Data (TKDD) , 2013MATLABFree
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Joint Schatten p-Norm and lp-Norm Robust Matrix Completion for Missing Value Recovery
Feiping Nie, Hua Wang, Heng Huang, Chris Ding , Knowledge and Information Systems (KAIS) , 2013MATLABFree
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Efficient Semi-supervised Feature Selection with Noise Insensitive Trace Ratio Criterion
Yun Liu, Feiping Nie*, Jigang Wu, Lihui Chen , Neurocomputing , 2013MATLABFree
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Spectral Rotation vs K-means in Spectral Clustering
Jin Huang, Feiping Nie, Heng Huang , The Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI) , 2013MATLABFree
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New Graph Structured Sparsity Model for Multi-Label Image Annotations
Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang , International Conference on Computer Vision (ICCV) , 2013MATLABFree
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A Multimedia Retrieval Framework based on Semi-Supervised Ranking and Relevance Feedback
Yi Yang, Feiping Nie, Dong Xu, Jiebo Luo, Yueting Zhuang, Yunhe Pan , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2012MATLABFree
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Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding
Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann , IEEE Transactions on Image Processing , 2012MATLABFree
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Discriminative Least Squares Regression for Multiclass Classification and Feature Selection
Shiming Xiang, Feiping Nie, Gaofeng Meng, Chunhong Pan, Changshui Zhang , IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2012MATLABFree
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Semi-supervised Dimension Reduction using Trace Ratio Criterion
Yi Huang, Dong Xu, Feiping Nie , IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2012MATLABFree
-
Initialization Independent Clustering with Actively Self-Training Method
Feiping Nie, Dong Xu, Xuelong Li , IEEE Transactions on Systems, Man and Cybernetics, Part B (TSMCB) , 2012MATLABFree
-
Discriminating Joint Feature Analysis for Multimedia Content Understanding
Zhigang Ma, Feiping Nie, Yi Yang, Jasper Uijlings, Nicu Sebe, Alexander G. Hauptmann , IEEE Transactions on Multimedia , 2012MATLABFree
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Web Image Annotation via Subspace-Sparsity Collaborated Feature Selection
Zhigang Ma, Feiping Nie, Yi Yang, Jasper Uijlings, Nicu Sebe , IEEE Transactions on Multimedia , 2012MATLABFree
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From Phenotype to Genotype: An Association Study of Candidate Phenotypic Markers to Alzheimer’s Disease Relevant SNPs
Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen, , Bioinformatics , 2012MATLABFree
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Identifying Disease Sensitive and Quantitative Trait Relevant Biomarkers from Multi-Dimensional Heterogeneous Imaging Genetics Data via Sparse Multi-Modal Multi-Task Learning
Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen , Bioinformatics , 2012MATLABFree
-
Identifying Quantitative Trait Loci via Group-Sparse Multi-Task Regression and Feature Selection: An Imaging Genetics Study of the ADNI Cohort
Hua Wang, Feiping Nie, Heng Huang, Sungeun Kim, Kwangsik Nho, Shannon Risacher, Andrew J Saykin, Li Shen, ADNI , Bioinformatics , 2012MATLABFree
-
Orthogonal vs. Uncorrelated Least Squares Discriminant Analysis for Feature Extraction
Feiping Nie, Shiming Xiang, Yun Liu, Chenping Hou, Changshui Zhang , Pattern Recognition Letters , 2012MATLABFree
-
Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization
Feiping Nie, Heng Huang, Chris Ding , The 26th AAAI Conference on Artificial Intelligence (AAAI) , 2012MATLABFree
-
Robust Matrix Completion via Joint Schatten p-Norm and Lp-Norm Minimization
Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris Ding , IEEE International Conference on Data Mining (ICDM) , 2012MATLABFree
-
Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering
Feiping Nie, Zinan Zeng, Ivor Tsang, Dong Xu, Changshui Zhang , IEEE Transactions on Neural Networks (TNN) , 2011MATLABFree
-
Cauchy Graph Embedding
Dijun Luo, Chris Ding, Feiping Nie, Heng Huang , The 28th International Conference on Machine Learning (ICML) , 2011MATLABFree
-
Robust Principal Component Analysis with Non-Greedy L1-Norm Maximization
Feiping Nie, Heng Huang, Chris Ding, Dijun Luo, Hua Wang , The 22nd International Joint Conference on Artificial Intelligence (IJCAI) , 2011MATLABFree
-
Feature selection via joint embedding learning and sparse regression
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu , The 22nd International Joint Conference on Artificial Intelligence (IJCAI) , 2011MATLABFree
-
Nonnegative Spectral Clustering with Discriminative Regularization
Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou , The 25th AAAI Conference on Artificial Intelligence (AAAI) , 2011MATLABFree
-
Unsupervised and Semi-supervised Learning via L1-norm Graph
Feiping Nie, Hua Wang, Heng Huang, Chris Ding , The 13th International Conference on Computer Vision (ICCV) , 2011MATLABFree
-
Exploiting the Entire Feature Space with Sparsity for Automatic Image Annotation
Zhigang Ma, Yi Yang, Feiping Nie, Jasper Uijlings, Nicu Sebe , ACM International Conference on Multimedia (ACM MM) , 2011MATLABFree
-
Multi-Class L2,1-Norms Support Vector Machine
Xiao Cai, Feiping Nie, Heng Huang, and Chris Ding , IEEE International Conference on Data Mining (ICDM) , 2011MATLABFree
-
Flexible Manifold Embedding: A Framework for Semi-supervised and Unsupervised Dimension Reduction
Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang , IEEE Transactions on Image Processing (TIP) , 2010MATLABFree
-
A General Kernelization Framework for Learning Algorithms Based on Kernel PCA
Changshui Zhang, Feiping Nie*, Shiming Xiang , Neurocomputing , 2010MATLABFree
-
A General Graph-Based Semi-Supervised Learning with Novel Class Discovery
Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang , Neural Computing Applications (NCA) , 2010MATLABFree
-
Trace Ratio Problem Revisited
Yangqing Jia, Feiping Nie, Changshui Zhang , IEEE Transactions on Neural Networks (TNN) , 2009MATLABFree
-
Learning an Orthogonal And Smooth Subspace for Image Classification
Chenping Hou, Feiping Nie, Changshui Zhang and Yi Wu , IEEE Signal Processing Letters (SPL) , 2009MATLABFree
-
Orthogonal Locality Minimizing Globality Maximizing Projections for Feature Extraction
Feiping Nie, Shiming Xiang, Yangqiu Song and Changshui Zhang , Optical Engineering (OE) , 2009MATLABFree
-
Efficient Multi-class Unlabeled Constrained Semi-supervised SVM
Mingjie Qian, Feiping Nie, Changshui Zhang , The 18th ACM Conference on Information and Knowledge Management (CIKM) , 2009MATLABFree
-
Probabilistic labeled Semi-supervised SVM
Mingjie Qian, Feiping Nie, Changshui Zhang , Workshop on Optimization Based Methods for Emerging Data Mining Problems in conjunction with IEEE International Conference on Data Mining (ICDM Workshop) , 2009MATLABFree
-
Neighborhood MinMax Projections
Feiping Nie, Shiming Xiang, Changshui Zhang , The Twentieth International Joint Conference on Artificial Intelligence (IJCAI) , 2007MATLABFree
-
Where are the Blobs: Counting by Localization with Point Supervision
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark W. Schmidt , European Conference on Computer Vision , 2018PyTorchFree
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Online Learning Rate Adaptation with Hypergradient Descent
Atilim Gunes Baydin, Robert Cornish, David Martinez Rubio, Mark Schmidt, Frank Wood , International Conference on Learning Representations , 2018PyTorchFree
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Let’s Make Block Coordinate Descent Go Fast: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
Julie Nutini, Issam Laradji, Mark Schmidt , arXiv: Optimization and Control , 2017PythonFree
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