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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
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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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Reinforced Robust Principal Component Pursuit
Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li , Jiade Li, and Dapeng Wu , IEEE Transactions on Neural Networks and Learning Systems , 2018MATLABFree
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Two-Dimensional Evolutionary Spectrum Approach to Nonstationary Fading Channel Modeling
Zhengchuan Chen, Qing Wang, Dapeng Oliver Wu, and Pingyi Fan , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Joint Evolutionary Spectrum and Autoregressive-Based Approach to Modeling Non-stationary Flat Fading Channels
Qing Wang, Dapeng Wu, and Pingyi Fan , Wireless Communications and Mobile Computing , 2014MATLABFree
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Effective capacity of a correlated Nakagami‐m fading channel
Qing Wang, Dapeng Wu, and Pingyi Fan , Wireless Communications and Mobile Computing , 2012MATLABFree
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Effective capacity of a correlated Rayleigh fading channel
Qing Wang, Dapeng Wu, and Pingyi Fan , Wireless Communications and Mobile Computing , 2011MATLABFree
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On Optimal Power Control for Delay-Constrained Communication Over Fading Channels
Xiaochen Li, Xihua Dong, and Dapeng Wu , IEEE Transactions on Information Theory , 2011MATLABFree
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Effective capacity: a wireless link model for support of quality of service
Dapeng Wu, and R. Neg , IEEE Transactions on Wireless Communications , 2003CFree
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Modularity-Based Image Segmentation
Shijie Li, and Dapeng Oliver Wu , IEEE Transactions on Circuits and Systems for Video Technology , 2015MATLABFree
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Ripplet transform type II transform for feature extraction
J. Xu, and D. Wu , IET Image Processing , 2012MATLABFree
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Ripplet: A new transform for image processing
Jun Xu, Lei Yang, and Dapeng Wu , Journal of Visual Communication and Image Representation , 2010MATLABFree
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Image denoising by bounded block matching and 3D filtering
Qian Chen, and Dapeng Wu , Signal Processing , 2010MATLABFree
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Self-Organizing-Queue Based Clustering
Baohua Sun, and Dapeng Wu , IEEE Signal Processing Letters , 2012MATLABFree
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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
-
Robust Manifold Non-Negative Matrix Factorization
Jin Huang, Feiping Nie, Heng Huang, Chris Ding , ACM Transactions on Knowledge Discovery from Data (TKDD) , 2013MATLABFree
-
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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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
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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
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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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Fuzzy-Clustering-Based Decision Tree Approach for Large Population Speaker Identification
Yakun Hu, Dapeng Wu, and Antonio Nucci , IEEE Transactions on Audio, Speech, and Language Processing , 2013MATLABFree
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Pitch‐based gender identification with two‐stage classification
Yakun Hu, Dapeng Wu, and Antonio Nucci , Security and Communication Networks , 2012MATLABFree
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Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems
Yiyuan She, Yuejia He, Shijie Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2015MATLABFree
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Learning Topology and Dynamics of Large Recurrent Neural Networks
Yiyuan She, Yuejia He, and Dapeng Wu , IEEE Transactions on Signal Processing , 2014MATLABFree
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Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection
Yiyuan She, Jiangping Wang, Huanghuang Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2013MATLABFree
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Distributed Signal Processing via Chebyshev Polynomial Approximation
David I Shuman, Pierre Vandergheynst, Daniel Kressner, and Pascal Frossard , IEEE Transactions on Signal and Information Processing over Networks , 2018MATLABFree
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Global and Local Uncertainty Principles for Signals on Graphs
Nathanael Perraudin, Benjamin Ricaud, David I Shuman, and Pierre Vandergheynst , APSIPA Transactions on Signal and Information Processing , 2018MATLABFree
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A Multiscale Pyramid Transform for Graph Signals
David I Shuman, Mohammad Javad Faraji, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2016MATLABFree
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Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames
David I Shuman, Christoph Wiesmeyr, Nicki Holighaus, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2015MATLABFree
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Learning Parametric Dictionaries for Signals on Graphs
Dorina Thanou, David I Shuman, and Pascal Frossard , IEEE Transactions on Signal Processing , 2014MATLABFree
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Multi-User Diversity vs. Accurate Channel State Information in MIMO Downlink Channels
Niranjay Ravindran, and Nihar Jindal , IEEE Transactions on Wireless Communications , 2012MATLABFree
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Sum Power Iterative Water-filling for Multi-antenna Gaussian Broadcast Channels
N. Jindal, Wonjong Rhee, S. Vishwanath, S.A. Jafar, and A. Goldsmith , IEEE Transactions on Information Theory , 2005MATLABFree
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Mutual Information of IID Complex Gaussian Signals on Block Rayleigh-Faded Channels
Fredrik Rusek, Angel Lozano, and Nihar Jindal , IEEE Transactions on Information Theory , 2012MATLABFree
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Symmetric Capacity of MIMO Downlink Channels
Juyul Lee, and Nihar Jindal , 2006 IEEE International Symposium on Information Theory , 2006MATLABFree
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A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays
Le-Nam Tran, Muhammad Fainan Hanif, and Markku Juntti , IEEE Signal Processing Letters , 2014MATLABFree
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Weighted Sum Rate Maximization for MIMO Broadcast Channels Using Dirty Paper Coding and Zero-forcing Methods
Le-Nam Tran, Markku Juntti, Mats Bengtsson, and Bjorn Ottersten , IEEE Transactions on Communications , 2013MATLABFree
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Beamformer Designs for MISO Broadcast Channels with Zero-Forcing Dirty Paper Coding
Le-Nam Tran, Markku Juntti, Mats Bengtsson, and Bjorn Ottersten , IEEE Transactions on Wireless Communications , 2013MATLABFree
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Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink
Le-Nam Tran, Muhammad Fainan Hanif, Antti Tolli, and Markku Juntti , IEEE Signal Processing Letters , 2012MATLABFree
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Unique Word Based Frequency Domain Equalization with Noise Prediction
Le-nam Tran, and Een-kee Hong , IEEE Communications Letters , 2008MATLABFree
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Two-stage Hybrid Decision Feedback Equalization for DS-CDMA Systems
Le-Nam Tran, Een-Kee Hong, and Huaping Liu , IEEE Transactions on Wireless Communications , 2008MATLABFree
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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
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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
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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
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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
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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
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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
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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
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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
-
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
-
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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Model-Independent Online Learning for Influence Maximization
Sharan Vaswani, Branislav Kveton, Zheng Wen, Mohammad Ghavamzadeh, Laks V. S. Lakshmanan, and Mark Schmidt , International Conference on Machine Learning , 2017MATLABFree
-
Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph
Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark W. Schmidt, Hoyt A. Koepke , Uncertainty in Artificial Intelligence , 2016PythonFree
-
Coordinate descent converges faster with the Gauss-Southwell rule than random selection
Julie Nutini, Mark W. Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke , International Conference on Machine Learning , 2015PythonFree
-
Stop Wasting My Gradients: Practical SVRG
Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani, Mark W. Schmidt, Jakub Konecný , Neural Information Processing Systems , 2015MATLABFree
-
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields
Mark W. Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton , International Conference on Artificial Intelligence and Statistics , 2015MATLABFree
-
Minimizing Finite Sums with the Stochastic Average Gradient
Mark W. Schmidt, Nicolas Le Roux, Francis R. Bach , Mathematical Programming , 2017MATLABFree
-
Hybrid Deterministic-Stochastic Methods for Data Fitting
Michael P. Friedlander, Mark W. Schmidt , SIAM Journal on Scientific Computing , 2012MATLABFree
-
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models
David Buchman, Mark W. Schmidt, Shakir Mohamed, David Poole, Nando de Freitas , International Conference on Artificial Intelligence and Statistics , 2012MATLABFree
-
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Mark W. Schmidt, Nicolas Le Roux, Francis R. Bach , Neural Information Processing Systems , 2011MATLABFree
-
Causal Learning without DAGs
David Duvenaud, Daniel Eaton, Kevin Murphy, Mark Schmidt , Neural Information Processing Systems , 2008MATLABFree
-
Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm
Mark W. Schmidt, Ewout van den Berg, Michael P. Friedlander, Kevin P. Murphy , International Conference on Artificial Intelligence and Statistics , 2009MATLABFree
-
Modeling Discrete Interventional Data using Directed Cyclic Graphical Models
Mark W. Schmidt, Kevin P. Murphy , Uncertainty in Artificial Intelligence , 2009MATLABFree
-
Structure Learning in Random Fields for Heart Motion Abnormality Detection
Mark W. Schmidt, Kevin P. Murphy, Glenn Fung, Rómer Rosales , Computer Vision and Pattern Recognition , 2008MATLABFree
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