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@inproceedings{bb109405,
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@inproceedings{bb109406,
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@inproceedings{bb109407,
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@inproceedings{bb109408,
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@inproceedings{bb109409,
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@inproceedings{bb109411,
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@inproceedings{bb109412,
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@inproceedings{bb109413,
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@inproceedings{bb109414,
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@inproceedings{bb109415,
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@inproceedings{bb109418,
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Optimal Lower Bounds and Persistency",
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@inproceedings{bb109419,
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@inproceedings{bb109420,
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@inproceedings{bb109421,
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        TITLE = "A PSO Accelerated Immune Particle Filter for Dynamic State Estimation",
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@inproceedings{bb109425,
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@inproceedings{bb109426,
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@inproceedings{bb109427,
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@inproceedings{bb109428,
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@inproceedings{bb109429,
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@inproceedings{bb109430,
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@inproceedings{bb109431,
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@inproceedings{bb109432,
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A Case Study of Stereo Matching",
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@article{bb109433,
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        TITLE = "Real-time Object Recognition using Relational Dependency based on
Graphical Model",
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@inproceedings{bb109434,
        AUTHOR = "Kim, D.J. and Bang, S.Y. and Yun, W.H.",
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@article{bb109435,
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@article{bb109436,
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@article{bb109437,
        AUTHOR = "Domingues, M.A.O. and de Souza, R.M.C.R. and Cysneiros, F.J.A.",
        TITLE = "A robust method for linear regression of symbolic interval data",
        JOURNAL = PRL,
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        MONTH = "October",
        PAGES = "1991-1996",
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@article{bb109438,
        AUTHOR = "Ranganathan, A. and Yang, M.H. and Ho, J.",
        TITLE = "Online Sparse Gaussian Process Regression and Its Applications",
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@inproceedings{bb109439,
        AUTHOR = "Ranganathan, A. and Yang, M.H.",
        TITLE = "Online Sparse Matrix Gaussian Process Regression and Vision
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        YEAR = "2008",
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@article{bb109440,
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        TITLE = "Tensor Learning for Regression",
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@article{bb109441,
        AUTHOR = "Kotsia, I. and Guo, W.W. and Patras, I.",
        TITLE = "Higher rank Support Tensor Machines for visual recognition",
        JOURNAL = PR,
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        NUMBER = "12",
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@inproceedings{bb109442,
        AUTHOR = "Kotsia, I. and Guo, W.W. and Patras, I.",
        TITLE = "Higher Rank Support Tensor Machines",
        BOOKTITLE = ISVC12,
        YEAR = "2012",
        PAGES = "II: 31-40",
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@article{bb109443,
        AUTHOR = "Garcia, E. and Arora, R. and Gupta, M.R.",
        TITLE = "Optimized Regression for Efficient Function Evaluation",
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@article{bb109444,
        AUTHOR = "Liang, Z.Z. and Li, Y.F. and Xia, S.X.",
        TITLE = "Adaptive weighted learning for linear regression problems via
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@article{bb109445,
        AUTHOR = "Shen, F. and Shen, C.H. and van den Hengel, A.J. and Tang, Z.",
        TITLE = "Approximate Least Trimmed Sum of Squares Fitting and Applications in
Image Analysis",
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        MONTH = "May",
        PAGES = "1836-1847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105811"}

@article{bb109446,
        AUTHOR = "Fletcher, P.T.",
        TITLE = "Geodesic Regression and the Theory of Least Squares on Riemannian
Manifolds",
        JOURNAL = IJCV,
        VOLUME = "105",
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        NUMBER = "2",
        MONTH = "November",
        PAGES = "171-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105812"}

@article{bb109447,
        AUTHOR = "Hinkle, J. and Fletcher, P.T. and Joshi, S.",
        TITLE = "Intrinsic Polynomials for Regression on Riemannian Manifolds",
        JOURNAL = JMIV,
        VOLUME = "50",
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        MONTH = "September",
        PAGES = "32-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105813"}

@inproceedings{bb109448,
        AUTHOR = "Hinkle, J. and Muralidharan, P. and Fletcher, P.T. and Joshi, S.",
        TITLE = "Polynomial Regression on Riemannian Manifolds",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 1-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105814"}

@article{bb109449,
        AUTHOR = "Huber, M.F.",
        TITLE = "Recursive Gaussian process: On-line regression and learning",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105815"}

@article{bb109450,
        AUTHOR = "Zhu, W.T. and Miao, J. and Qing, L.Y.",
        TITLE = "Robust regression with extreme support vectors",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105816"}

@article{bb109451,
        AUTHOR = "Schaeben, H.",
        TITLE = "Targeting: Logistic Regression, Special Cases and Extensions",
        JOURNAL = IJGI,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "1387-1411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105817"}

@article{bb109452,
        AUTHOR = "Zou, B. and Tang, Y.Y. and Xu, Z.B. and Li, L.Q. and Xu, J. and Lu, Y.",
        TITLE = "The Generalization Performance of Regularized Regression Algorithms
Based on Markov Sampling",
        JOURNAL = Cyber,
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        YEAR = "2014",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1497-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105818"}

@article{bb109453,
        AUTHOR = "Bootkrajang, J. and Kaban, A.",
        TITLE = "Learning kernel logistic regression in the presence of class label
noise",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "11",
        PAGES = "3641-3655",
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@article{bb109454,
        AUTHOR = "Yang, H. and Jia, X. and Patras, I. and Chan, K.P.",
        TITLE = "Random Subspace Supervised Descent Method for Regression Problems in
Computer Vision",
        JOURNAL = SPLetters,
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "1816-1820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105820"}

@article{bb109455,
        AUTHOR = "Pan, Z. and Zhang, C.S.",
        TITLE = "Relaxed sparse eigenvalue conditions for sparse estimation via
non-convex regularized regression",
        JOURNAL = PR,
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        YEAR = "2015",
        NUMBER = "1",
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@article{bb109456,
        AUTHOR = "Munoz Gonzalez, L. and Lazaro Gredilla, M. and Figueiras Vidal, A.R.",
        TITLE = "Laplace Approximation for Divisive Gaussian Processes for
Nonstationary Regression",
        JOURNAL = PAMI,
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        NUMBER = "3",
        MONTH = "March",
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@article{bb109457,
        AUTHOR = "Pan, L. and Saragih, J.M. and Chu, W.S.",
        TITLE = "Mixture of grouped regressors and its application to visual mapping",
        JOURNAL = PR,
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@article{bb109458,
        AUTHOR = "Nguyen, H.D. and Lloyd Jones, L.R. and McLachlan, G.J.",
        TITLE = "A Block Minorization-Maximization Algorithm for Heteroscedastic
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@article{bb109459,
        AUTHOR = "Li, X. and Zheng, J.",
        TITLE = "Active Learning for Regression With Correlation Matching and Labeling
Error Suppression",
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@article{bb109460,
        AUTHOR = "Hong, Y. and Kwitt, R. and Singh, N. and Vasconcelos, N.M. and Niethammer, M.",
        TITLE = "Parametric Regression on the Grassmannian",
        JOURNAL = PAMI,
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@inproceedings{bb109461,
        AUTHOR = "Hong, Y. and Kwitt, R. and Singh, N. and Davis, B. and Vasconcelos, N.M. and Niethammer, M.",
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@article{bb109463,
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splitting",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105829"}

@article{bb109464,
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        TITLE = "Discriminative Elastic-Net Regularized Linear Regression",
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@article{bb109465,
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Choquistic regression",
        JOURNAL = PRL,
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105831"}

@article{bb109466,
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        TITLE = "Feature selection for regression problems based on the Morisita
estimator of intrinsic dimension",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105832"}

@article{bb109467,
        AUTHOR = "Kim, K. and Hong, J.S.",
        TITLE = "A hybrid decision tree algorithm for mixed numeric and categorical
data in regression analysis",
        JOURNAL = PRL,
        VOLUME = "98",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105833"}

@article{bb109468,
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        TITLE = "A Fast Gradient Method for Nonnegative Sparse Regression With
Self-Dictionary",
        JOURNAL = IP,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105834"}

@article{bb109469,
        AUTHOR = "Zhen, X.T. and Yu, M.Y. and He, X.F. and Li, S.",
        TITLE = "Multi-Target Regression via Robust Low-Rank Learning",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105835"}

@article{bb109470,
        AUTHOR = "Vanli, N.D. and Sayin, M.O. and Mohaghegh, N.M. and Ozkan, H. and Kozat, S.S.",
        TITLE = "Nonlinear regression via incremental decision trees",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105836"}

@article{bb109471,
        AUTHOR = "Ma, Z.C. and Chen, S.C.",
        TITLE = "A convex formulation for multiple ordinal output classification",
        JOURNAL = PR,
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@article{bb109472,
        AUTHOR = "Flores, S.A.",
        TITLE = "Robustness of L_1-Norm Estimation: From Folklore to Fact",
        JOURNAL = SPLetters,
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        MONTH = "November",
        PAGES = "1640-1644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105838"}

@article{bb109473,
        AUTHOR = "Karbalayghareh, A. and Qian, X. and Dougherty, E.R.",
        TITLE = "Optimal Bayesian Transfer Regression",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1655-1659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105839"}

@article{bb109474,
        AUTHOR = "Tao, J.W. and Zhou, D. and Liu, F.Y. and Zhu, B.",
        TITLE = "Latent multi-feature co-regression for visual recognition by
discriminatively leveraging multi-source models",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "296-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105840"}

@article{bb109475,
        AUTHOR = "Li, C.S. and Wei, F. and Dong, W.S. and Wang, X.F. and Liu, Q.S. and Zhang, X.",
        TITLE = "Dynamic Structure Embedded Online Multiple-Output Regression for
Streaming Data",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "323-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105841"}

@article{bb109476,
        AUTHOR = "Zhang, X.W. and Shi, X.D. and Sun, Y. and Cheng, L.",
        TITLE = "Multivariate Regression with Gross Errors on Manifold-Valued Data",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "444-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105842"}

@article{bb109477,
        AUTHOR = "Yang, M. and Deng, C. and Nie, F.P.",
        TITLE = "Adaptive-weighting discriminative regression for multi-view
classification",
        JOURNAL = PR,
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105843"}

@article{bb109478,
        AUTHOR = "Cui, J.R. and Zhu, Q. and Wang, D. and Li, Z.",
        TITLE = "Learning robust latent representation for discriminative regression",
        JOURNAL = PRL,
        VOLUME = "117",
        YEAR = "2019",
        PAGES = "193-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105844"}

@article{bb109479,
        AUTHOR = "Pillonetto, G. and Schenato, L. and Varagnolo, D.",
        TITLE = "Distributed Multi-Agent Gaussian Regression via Finite-Dimensional
Approximations",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "2098-2111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105845"}

@article{bb109480,
        AUTHOR = "Zbonakova, L. and Monti, R.P. and Hardle, W.K.",
        TITLE = "Towards the interpretation of time-varying regularization parameters
in streaming penalized regression models",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "542-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105846"}

@article{bb109481,
        AUTHOR = "Xiang, M. and Xia, Y. and Mandic, D.P.",
        TITLE = "Complementary Cost Functions for Complex and Quaternion Widely Linear
Estimation",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1344-1348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105847"}

@article{bb109482,
        AUTHOR = "Adsuara, J.E. and Perez Suay, A. and Munoz Mari, J. and Mateo Sanchis, A. and Piles, M. and Camps Valls, G.",
        TITLE = "Nonlinear Distribution Regression for Remote Sensing Applications",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10025-10035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105848"}

@article{bb109483,
        AUTHOR = "Kayabol, K.",
        TITLE = "Approximate Sparse Multinomial Logistic Regression for Classification",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "490-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105849"}

@article{bb109484,
        AUTHOR = "Liu, J.J. and Wu, Z.B. and Xiao, L. and Sun, J. and Yan, H.",
        TITLE = "Generalized Tensor Regression for Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1244-1258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105850"}

@article{bb109485,
        AUTHOR = "Han, N. and Wu, J. and Fang, X. and Wong, W.K. and Xu, Y. and Yang, J. and Li, X.",
        TITLE = "Double Relaxed Regression for Image Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "307-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105851"}

@article{bb109486,
        AUTHOR = "Wen, J. and Zhong, Z. and Zhang, Z. and Fei, L. and Lai, Z. and Chen, R.",
        TITLE = "Adaptive Locality Preserving Regression",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "75-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105852"}

@article{bb109487,
        AUTHOR = "Dedecius, K. and Zemlicka, R.",
        TITLE = "Sequential Poisson Regression in Diffusion Networks",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "625-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105853"}

@article{bb109488,
        AUTHOR = "Adeli, E. and Li, X.R. and Kwon, D.J. and Zhang, Y. and Pohl, K.M.",
        TITLE = "Logistic Regression Confined by Cardinality-Constrained Sample and
Feature Selection",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1713-1728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105854"}

@article{bb109489,
        AUTHOR = "Singla, M. and Ghosh, D. and Shukla, K.K. and Pedrycz, W.",
        TITLE = "Robust twin support vector regression based on rescaled Hinge loss",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105855"}

@article{bb109490,
        AUTHOR = "Zou, Y. and Kuang, Y. and Zhi, Y. and Qu, X.B.",
        TITLE = "Investigation on linearisation of data-driven transport research:
Two representative case studies",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "675-683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105856"}

@article{bb109491,
        AUTHOR = "Chung, S. and Park, Y.W. and Cheong, T.",
        TITLE = "A mathematical programming approach for integrated multiple linear
regression subset selection and validation",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105857"}

@article{bb109492,
        AUTHOR = "Shen, X.J. and Ni, C.G. and Wang, L.J. and Zha, Z.J.",
        TITLE = "SLiKER: Sparse loss induced kernel ensemble regression",
        JOURNAL = PR,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105858"}

@article{bb109493,
        AUTHOR = "Peng, L. and Tsakiris, M.C.",
        TITLE = "Linear Regression Without Correspondences via Concave Minimization",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1580-1584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105859"}

@inproceedings{bb109494,
        AUTHOR = "Iwata, D. and Waechter, M. and Lin, W.Y. and Matsushita, Y.",
        TITLE = "An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XII: 609-626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105860"}

@article{bb109495,
        AUTHOR = "Zhang, L. and Du, Y. and Li, X. and Zhen, X.",
        TITLE = "Calibrated Multivariate Regression Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4222-4231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105861"}

@article{bb109496,
        AUTHOR = "Wang, X.L. and Du, J. and Xu, G.X. and Passero, I. and Wang, H. and Yu, Y.F.",
        TITLE = "Kernelized dual regression incorporating local information for image
set classification",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "274-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105862"}

@article{bb109497,
        AUTHOR = "Liu, Z. and Jiang, X. and Luo, H.B. and Fang, W.L. and Liu, J.J. and Wu, D.R.",
        TITLE = "Pool-based unsupervised active learning for regression using
iterative representativeness-diversity maximization (iRDM)",
        JOURNAL = PRL,
        VOLUME = "142",
        YEAR = "2021",
        PAGES = "11-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105863"}

@article{bb109498,
        AUTHOR = "Zhang, L. and Shi, Z.L. and Cheng, M.M. and Liu, Y. and Bian, J.W. and Zhou, J.T.Y. and Zheng, G.Y. and Zeng, Z.",
        TITLE = "Nonlinear Regression via Deep Negative Correlation Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "982-998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105864"}

@article{bb109499,
        AUTHOR = "Zeng, Z. and Zheng, G.Y. and Zhou, J.T.Y. and Bian, J.W. and Liu, Y. and Cheng, M.M. and Shi, Z.L. and Zhang, L.",
        TITLE = "Nonlinear Regression via Deep Negative Correlation Learning",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2172-2172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105864"}