@article{bb108800,
        AUTHOR = "Neyshabouri, M.M. and Demir, O. and Delibalta, I. and Kozat, S.S.",
        TITLE = "Highly efficient nonlinear regression for big data with lexicographical
splitting",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "391-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105193"}

@article{bb108801,
        AUTHOR = "Zhang, Z. and Lai, Z. and Xu, Y. and Shao, L. and Wu, J. and Xie, G.S.",
        TITLE = "Discriminative Elastic-Net Regularized Linear Regression",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1466-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105194"}

@article{bb108802,
        AUTHOR = "Tehrani, A.F. and Ahrens, D.",
        TITLE = "Modeling label dependence for multi-label classification using the
Choquistic regression",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "75-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105195"}

@article{bb108803,
        AUTHOR = "Golay, J. and Leuenberger, M. and Kanevski, M.",
        TITLE = "Feature selection for regression problems based on the Morisita
estimator of intrinsic dimension",
        JOURNAL = PR,
        VOLUME = "70",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "126-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105196"}

@article{bb108804,
        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",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "39-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105197"}

@article{bb108805,
        AUTHOR = "Gillis, N. and Luce, R.",
        TITLE = "A Fast Gradient Method for Nonnegative Sparse Regression With
Self-Dictionary",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "24-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105198"}

@article{bb108806,
        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,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "497-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105199"}

@article{bb108807,
        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",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "1-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105200"}

@article{bb108808,
        AUTHOR = "Ma, Z.C. and Chen, S.C.",
        TITLE = "A convex formulation for multiple ordinal output classification",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "73-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105201"}

@article{bb108809,
        AUTHOR = "Flores, S.A.",
        TITLE = "Robustness of L_1-Norm Estimation: From Folklore to Fact",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1640-1644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105202"}

@article{bb108810,
        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#TT105203"}

@article{bb108811,
        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#TT105204"}

@article{bb108812,
        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#TT105205"}

@article{bb108813,
        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#TT105206"}

@article{bb108814,
        AUTHOR = "Yang, M. and Deng, C. and Nie, F.P.",
        TITLE = "Adaptive-weighting discriminative regression for multi-view
classification",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "236-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105207"}

@article{bb108815,
        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#TT105208"}

@article{bb108816,
        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#TT105209"}

@article{bb108817,
        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#TT105210"}

@article{bb108818,
        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#TT105211"}

@article{bb108819,
        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#TT105212"}

@article{bb108820,
        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#TT105213"}

@article{bb108821,
        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#TT105214"}

@article{bb108822,
        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#TT105215"}

@article{bb108823,
        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#TT105216"}

@article{bb108824,
        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#TT105217"}

@article{bb108825,
        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#TT105218"}

@article{bb108826,
        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#TT105219"}

@article{bb108827,
        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#TT105220"}

@article{bb108828,
        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#TT105221"}

@article{bb108829,
        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,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105222"}

@article{bb108830,
        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#TT105223"}

@inproceedings{bb108831,
        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#TT105224"}

@article{bb108832,
        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#TT105225"}

@article{bb108833,
        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#TT105226"}

@article{bb108834,
        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#TT105227"}

@article{bb108835,
        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#TT105228"}

@article{bb108836,
        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#TT105228"}

@article{bb108837,
        AUTHOR = "Liu, J. and Zhu, C. and Long, Z. and Huang, H.Y. and Liu, Y.P.",
        TITLE = "Low-rank tensor ring learning for multi-linear regression",
        JOURNAL = PR,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "107753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105229"}

@article{bb108838,
        AUTHOR = "Mastelini, S.M. and de Carvalho, A.C.P.D.F.",
        TITLE = "Using dynamical quantization to perform split attempts in online tree
regressors",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "37-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105230"}

@article{bb108839,
        AUTHOR = "Zhang, C. and Li, H.X. and Qian, Y.H. and Chen, C.L. and Gao, Y.",
        TITLE = "Pairwise Relations Oriented Discriminative Regression",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2646-2660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105231"}

@article{bb108840,
        AUTHOR = "Degeest, A. and Frenay, B. and Verleysen, M.",
        TITLE = "Reading grid for feature selection relevance criteria in regression",
        JOURNAL = PRL,
        VOLUME = "148",
        YEAR = "2021",
        PAGES = "92-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105232"}

@article{bb108841,
        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "An ensemble-based semi-supervised feature ranking for multi-target
regression problems",
        JOURNAL = PRL,
        VOLUME = "148",
        YEAR = "2021",
        PAGES = "36-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105233"}

@article{bb108842,
        AUTHOR = "Fallah Tehrani, A.",
        TITLE = "Heuristics-Based Learning Approach for Choquistic Regression Models",
        JOURNAL = PRL,
        VOLUME = "149",
        YEAR = "2021",
        PAGES = "137-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105234"}

@article{bb108843,
        AUTHOR = "Woodbridge, Y. and Elidan, G. and Wiesel, A.",
        TITLE = "Convex Nonparanormal Regression",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1680-1684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105235"}

@article{bb108844,
        AUTHOR = "Messoudi, S. and Destercke, S. and Rousseau, S.",
        TITLE = "Copula-based conformal prediction for multi-target regression",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105236"}

@article{bb108845,
        AUTHOR = "Wang, Z. and Nie, F.P. and Zhang, C. and Wang, R. and Li, X.L.",
        TITLE = "Joint nonlinear feature selection and continuous values regression
network",
        JOURNAL = PRL,
        VOLUME = "150",
        YEAR = "2021",
        PAGES = "197-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105237"}

@article{bb108846,
        AUTHOR = "Qiao, X.T. and Zheng, Q.L. and Cao, Y. and Lau, R.W.H.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "504-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105238"}

@article{bb108847,
        AUTHOR = "Lau, R.W.H. and Cao, Y. and Zheng, Q.L. and Qiao, X.T.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "883-883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105238"}

@article{bb108848,
        AUTHOR = "Shin, H.Y. and Oh, H.S.",
        TITLE = "Robust Geodesic Regression",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "478-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105239"}

@article{bb108849,
        AUTHOR = "Zhou, Q. and Zhu, Z. and Xian, G. and Li, C.C.",
        TITLE = "A novel regression method for harmonic analysis of time series",
        JOURNAL = PandRS,
        VOLUME = "185",
        YEAR = "2022",
        PAGES = "48-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105240"}

@article{bb108850,
        AUTHOR = "Park, C. and Borth, D.J. and Wilson, N.S. and Hunter, C.N. and Friedersdorf, F.J.",
        TITLE = "Robust Gaussian process regression with a bias model",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105241"}

@article{bb108851,
        AUTHOR = "Zhang, C. and Li, H.X. and Chen, C.L. and Qian, Y.H. and Zhou, X.Z.",
        TITLE = "Enhanced Group Sparse Regularized Nonconvex Regression for Face
Recognition",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2438-2452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105242"}

@article{bb108852,
        AUTHOR = "Johansson, U. and Sonstrod, C. and Lofstrom, T. and Bostrom, H.",
        TITLE = "Rule extraction with guarantees from regression models",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105243"}

@article{bb108853,
        AUTHOR = "Fradi, A. and Samir, C. and Braga, J. and Joshi, S.H. and Loubes, J.M.",
        TITLE = "Nonparametric Bayesian Regression and Classification on Manifolds,
With Applications to 3D Cochlear Shapes",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2598-2607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105244"}

@article{bb108854,
        AUTHOR = "Lv, X. and Cui, W. and Liu, Y.L.",
        TITLE = "A Sharp Analysis of Covariate Adjusted Precision Matrix Estimation
via Alternating Projected Gradient Descent",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        NUMBER = "2022",
        PAGES = "877-881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105245"}

@article{bb108855,
        AUTHOR = "Chen, H.Y. and Kong, L.C. and Li, Y.",
        TITLE = "Nonconvex clustering via L0 fusion penalized regression",
        JOURNAL = PR,
        VOLUME = "128",
        YEAR = "2022",
        PAGES = "108689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105246"}

@article{bb108856,
        AUTHOR = "Wang, D. and Wang, P. and Wang, C. and Wang, P.P.",
        TITLE = "Calibrating probabilistic predictions of quantile regression forests
with conformal predictive systems",
        JOURNAL = PRL,
        VOLUME = "156",
        YEAR = "2022",
        PAGES = "81-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105247"}

@article{bb108857,
        AUTHOR = "Jamil, W. and Bouchachia, A.",
        TITLE = "Iterative ridge regression using the aggregating algorithm",
        JOURNAL = PRL,
        VOLUME = "158",
        YEAR = "2022",
        PAGES = "34-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105248"}

@article{bb108858,
        AUTHOR = "Gammelli, D. and Rolsted, K.P. and Pacino, D. and Rodrigues, F.",
        TITLE = "Generalized multi-output Gaussian process censored regression",
        JOURNAL = PR,
        VOLUME = "129",
        YEAR = "2022",
        PAGES = "108751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105249"}

@article{bb108859,
        AUTHOR = "Pan, X.L. and Xu, Y.T.",
        TITLE = "A Safe Feature Elimination Rule for L_1-Regularized Logistic
Regression",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4544-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105250"}

@article{bb108860,
        AUTHOR = "Meenakshi and Srirangarajan, S.",
        TITLE = "Twin relaxed least squares regression with classwise mean constraint
for image classification",
        JOURNAL = IVC,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "104506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105251"}

@article{bb108861,
        AUTHOR = "Shang, P. and Kong, L.C.",
        TITLE = "L_1-Norm Quantile Regression Screening Rule via the Dual
Circumscribed Sphere",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6254-6263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105252"}

@article{bb108862,
        AUTHOR = "Leong, A.S. and Zamani, M. and Shames, I.",
        TITLE = "A Logistic Regression Approach to Field Estimation Using Binary
Measurements",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1848-1852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105253"}

@article{bb108863,
        AUTHOR = "Yu, B. and Tao, D.C.",
        TITLE = "Heatmap Regression via Randomized Rounding",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8276-8289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105254"}

@article{bb108864,
        AUTHOR = "Li, T. and Ma, J.W.",
        TITLE = "Dirichlet process mixture of Gaussian process functional regressions
and its variational EM algorithm",
        JOURNAL = PR,
        VOLUME = "134",
        YEAR = "2023",
        PAGES = "109129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105255"}

@inproceedings{bb108865,
        AUTHOR = "Liu, X.X. and Lin, C.T. and Zach, C.",
        TITLE = "Energy-based Models for Deep Probabilistic Regression",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2693-2699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105256"}

@inproceedings{bb108866,
        AUTHOR = "Chen, J.Y. and Yin, Y. and Birdal, T. and Chen, B.Q. and Guibas, L.J. and Wang, H.",
        TITLE = "Projective Manifold Gradient Layer for Deep Rotation Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "6636-6645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105257"}

@inproceedings{bb108867,
        AUTHOR = "Ren, J.W. and Zhang, M.Y. and Yu, C.J. and Liu, Z.W.",
        TITLE = "Balanced MSE for Imbalanced Visual Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7916-7925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105258"}

@inproceedings{bb108868,
        AUTHOR = "Yin, Y. and Cai, Y. and Wang, H. and Chen, B.Q.",
        TITLE = "FisherMatch: Semi-Supervised Rotation Regression via Entropy-based
Filtering",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11154-11163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105259"}

@inproceedings{bb108869,
        AUTHOR = "Gao, N. and Ziesche, H. and Vien, N.A. and Volpp, M. and Neumann, G.",
        TITLE = "What Matters For Meta-Learning Vision Regression Tasks?",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14756-14766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105260"}

@inproceedings{bb108870,
        AUTHOR = "Shin, N.H. and Lee, S.H. and Kim, C.S.",
        TITLE = "Moving Window Regression: A Novel Approach to Ordinal Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18739-18748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105261"}

@inproceedings{bb108871,
        AUTHOR = "Nitzan, Y. and Gal, R. and Brenner, O. and Cohen Or, D.",
        TITLE = "LARGE: Latent-Based Regression through GAN Semantics",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19217-19227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105262"}

@inproceedings{bb108872,
        AUTHOR = "Li, Q. and Wang, J.J. and Yao, Z.L. and Li, Y. and Yang, P. and Yan, J.W. and Wang, C. and Pu, S.L.",
        TITLE = "Unimodal-Concentrated Loss: Fully Adaptive Label Distribution
Learning for Ordinal Regression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20481-20490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105263"}

@inproceedings{bb108873,
        AUTHOR = "Wang, Y.K. and Sun, X.W. and Fu, Y.W.",
        TITLE = "Scalable Penalized Regression for Noise Detection in Learning with
Noisy Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105264"}

@inproceedings{bb108874,
        AUTHOR = "Li, F. and Fujiwara, K. and Okura, F. and Matsushita, Y.",
        TITLE = "Generalized Shuffled Linear Regression",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6454-6463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105265"}

@inproceedings{bb108875,
        AUTHOR = "Shukla, M.",
        TITLE = "Bayesian Uncertainty and Expected Gradient Length - Regression: Two
Sides Of The Same Coin?",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2021-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105266"}

@inproceedings{bb108876,
        AUTHOR = "Bregier, R.",
        TITLE = "Deep Regression on Manifolds: A 3D Rotation Case Study",
        BOOKTITLE = "3DV21",
        YEAR = "2021",
        PAGES = "166-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105267"}

@inproceedings{bb108877,
        AUTHOR = "Meyer, G.P.",
        TITLE = "An Alternative Probabilistic Interpretation of the Huber Loss",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5257-5265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105268"}

@inproceedings{bb108878,
        AUTHOR = "Li, W.H. and Huang, X.K. and Lu, J.W. and Feng, J.J. and Zhou, J.",
        TITLE = "Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware
Regression",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13891-13900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105269"}

@inproceedings{bb108879,
        AUTHOR = "Sick, B. and Hathorn, T. and Durr, O.",
        TITLE = "Deep transformation models: Tackling complex regression problems with
neural network based transformation models",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2476-2481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105270"}

@inproceedings{bb108880,
        AUTHOR = "Huang, M.",
        TITLE = "Theory and Implementation of linear regression",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "210-217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105271"}

@inproceedings{bb108881,
        AUTHOR = "Hou, J. and Xue, L. and Zhou, Y.",
        TITLE = "A Mapping Data Prediction Algorithm based On Generalized Regression
Neural Network",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "301-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105272"}

@inproceedings{bb108882,
        AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Schon, T.B.",
        TITLE = "Accurate 3D Object Detection using Energy-Based Models",
        BOOKTITLE = WAD21,
        YEAR = "2021",
        PAGES = "2849-2858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105273"}

@inproceedings{bb108883,
        AUTHOR = "Gustafsson, F.K. and Danelljan, M. and Bhat, G. and Schon, T.B.",
        TITLE = "Energy-based Models for Deep Probabilistic Regression",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:325-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105274"}

@inproceedings{bb108884,
        AUTHOR = "Pan, L.L. and Ai, S.J. and Ren, Y.Z. and Xu, Z.L.",
        TITLE = "Self-paced Deep Regression Forests with Consideration on
Underrepresented Examples",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXX: 271-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105275"}

@inproceedings{bb108885,
        AUTHOR = "Liu, Y. and Wang, F. and Kong, W.A.",
        TITLE = "Probabilistic Deep Ordinal Regression Based on Gaussian Processes",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5300-5308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105276"}

@inproceedings{bb108886,
        AUTHOR = "Hwang, J.J. and Ke, T.W. and Shi, J.B. and Yu, S.X.",
        TITLE = "Adversarial Structure Matching for Structured Prediction Tasks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4051-4060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105277"}

@inproceedings{bb108887,
        AUTHOR = "Diaz, R. and Marathe, A.",
        TITLE = "Soft Labels for Ordinal Regression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4733-4742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105278"}

@inproceedings{bb108888,
        AUTHOR = "Ahn, K. and Tucker, J.D. and Wu, W. and Srivastava, A.",
        TITLE = "Elastic Handling of Predictor Phase in Functional Regression Models",
        BOOKTITLE = Diff-CVML18,
        YEAR = "2018",
        PAGES = "437-4377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105279"}

@inproceedings{bb108889,
        AUTHOR = "Mallasto, A. and Feragen, A.",
        TITLE = "Wrapped Gaussian Process Regression on Riemannian Manifolds",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5580-5588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105280"}

@inproceedings{bb108890,
        AUTHOR = "Wen, J. and Fei, L. and Lai, Z. and Zhang, Z. and Wu, J. and Fang, X.",
        TITLE = "Adaptive Locality Preserving based Discriminative Regression",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "535-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105281"}

@inproceedings{bb108891,
        AUTHOR = "Schreiter, C. and Sun, J. and Schelkens, P.",
        TITLE = "Image Reconstruction with Smoothed Mixtures of Regressions",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "400-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105282"}

@inproceedings{bb108892,
        AUTHOR = "Martins, P. and Batista, I.J.",
        TITLE = "Simultaneous Cascaded Regression",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "181-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105283"}

@inproceedings{bb108893,
        AUTHOR = "Zhang, Z. and Zhong, Z. and Cui, J. and Fei, L.",
        TITLE = "Learning robust latent subspace for discriminative regression",
        BOOKTITLE = VCIP17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105284"}

@inproceedings{bb108894,
        AUTHOR = "Wu, H. and Spurlock, S. and Souvenir, R.",
        TITLE = "Semi-supervised multi-output image manifold regression",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2413-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105285"}

@inproceedings{bb108895,
        AUTHOR = "Berthoumieu, Y. and Bombrun, L. and Germain, C. and Said, S.",
        TITLE = "Classification approach based on the product of riemannian manifolds
from Gaussian parametrization space",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "206-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105286"}

@inproceedings{bb108896,
        AUTHOR = "Muralidharan, P. and Hinkle, J. and Fletcher, P.T.",
        TITLE = "A map estimation algorithm for Bayesian polynomial regression on
riemannian manifolds",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "215-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105287"}

@inproceedings{bb108897,
        AUTHOR = "Gorbach, N.S. and Bian, A.A. and Fischer, B. and Bauer, S. and Buhmann, J.M.",
        TITLE = "Model Selection for Gaussian Process Regression",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "306-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105288"}

@inproceedings{bb108898,
        AUTHOR = "Huang, D. and Han, L. and de la Torre, F.",
        TITLE = "Soft-Margin Mixture of Regressions",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4058-4066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105289"}

@inproceedings{bb108899,
        AUTHOR = "Maier, A. and Rodriguez Salas, D.",
        TITLE = "Fast and robust selection of highly-correlated features in regression
problems",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "482-485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT105290"}

Last update:Mar 27, 2023 at 09:32:08