Labeled-Robust Regression: Simultaneous Data Recovery and Classification

Adaptive Local Linear Discriminant Analysis

(2020) Feiping Nie et al.   ACM Transactions on Knowledge Discovery from Data

Robust Subspace Clustering With Compressed Data

(2019) Guangcan Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Semi-supervised robust deep neural networks for multi-label image classification

(2019) Hakan Cevikalp et al.   PATTERN RECOGNITION

Hybrid Noise-Oriented Multilabel Learning

(2019) Changqing Zhang et al.   IEEE Transactions on Cybernetics

Supervised Dimensionality Reduction Methods via Recursive Regression

(2019) Yun Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Guide Subspace Learning for Unsupervised Domain Adaptation

(2019) Lei Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Low Rank Matrix Recovery via Robust Outlier Estimation

(2018) Xiaojie Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Discriminative Block-Diagonal Representation Learning for Image Recognition

(2018) Zheng Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Multinomial Logistic Regression Based on RPCA

(2018) Ming Yin et al.   IEEE Journal of Selected Topics in Signal Processing

Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion

(2018) Yong Du et al.   IEEE Transactions on Cybernetics

Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators

(2018) Tong Zhang et al.   IEEE Transactions on Cybernetics

Spectral Clustering by Joint Spectral Embedding and Spectral Rotation

(2018) Yanwei Pang et al.   IEEE Transactions on Cybernetics

Semisupervised Feature Selection Based on Relevance and Redundancy Criteria

(2017) Jin Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Semi-Supervised Classification for Noisy Labels Based on Self-Paced Learning

(2016) Nannan Gu et al.   IEEE SIGNAL PROCESSING LETTERS

Toward Optimal Feature Selection in Naive Bayes for Text Categorization

(2016) Bo Tang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Regression

(2016) Dong Huang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Laplacian Regularized Low-Rank Representation and Its Applications

(2016) Ming Yin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

(2016) Shuhang Gu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning Race from Face: A Survey

(2014) Siyao Fu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

(2012) Yue Gao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust Principal Component Analysis Based on Maximum Correntropy Criterion

(2011) Ran He et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

A supervised non-linear dimensionality reduction approach for manifold learning

(2011) B. Raducanu et al.   PATTERN RECOGNITION

Maximum Correntropy Criterion for Robust Face Recognition

(2010) Ran He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Head Pose Estimation in Computer Vision: A Survey

(2009) E. Murphy-Chutorian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Discriminative Face Alignment

(2008) Xiaoming Liu   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE