@article{bb131800,
        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#TT127945"}

@article{bb131801,
        AUTHOR = "Cui, J.R. and Zhu, Q. and Wang, D. and Li, Z.Y.",
        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#TT127946"}

@article{bb131802,
        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#TT127947"}

@article{bb131803,
        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#TT127948"}

@article{bb131804,
        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#TT127949"}

@article{bb131805,
        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#TT127950"}

@article{bb131806,
        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#TT127951"}

@article{bb131807,
        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#TT127952"}

@article{bb131808,
        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#TT127953"}

@article{bb131809,
        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#TT127954"}

@article{bb131810,
        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#TT127955"}

@article{bb131811,
        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#TT127956"}

@article{bb131812,
        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#TT127957"}

@article{bb131813,
        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#TT127958"}

@article{bb131814,
        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#TT127959"}

@article{bb131815,
        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#TT127960"}

@article{bb131816,
        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#TT127961"}

@inproceedings{bb131817,
        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#TT127962"}

@article{bb131818,
        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#TT127963"}

@article{bb131819,
        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#TT127964"}

@article{bb131820,
        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#TT127965"}

@article{bb131821,
        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#TT127966"}

@article{bb131822,
        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#TT127966"}

@article{bb131823,
        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#TT127967"}

@article{bb131824,
        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#TT127968"}

@article{bb131825,
        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#TT127969"}

@article{bb131826,
        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#TT127970"}

@article{bb131827,
        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#TT127971"}

@article{bb131828,
        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#TT127972"}

@article{bb131829,
        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#TT127973"}

@article{bb131830,
        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#TT127974"}

@article{bb131831,
        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#TT127975"}

@article{bb131832,
        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#TT127975"}

@article{bb131833,
        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#TT127976"}

@article{bb131834,
        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#TT127977"}

@article{bb131835,
        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#TT127978"}

@article{bb131836,
        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#TT127979"}

@article{bb131837,
        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#TT127980"}

@article{bb131838,
        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#TT127981"}

@article{bb131839,
        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#TT127982"}

@article{bb131840,
        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#TT127983"}

@article{bb131841,
        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#TT127984"}

@article{bb131842,
        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#TT127985"}

@article{bb131843,
        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#TT127986"}

@article{bb131844,
        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#TT127987"}

@article{bb131845,
        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#TT127988"}

@article{bb131846,
        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#TT127989"}

@article{bb131847,
        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#TT127990"}

@article{bb131848,
        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#TT127991"}

@article{bb131849,
        AUTHOR = "Ilhan, E. and Turali, M.Y. and Kozat, S.S.",
        TITLE = "Gradient Boosting with Moving-Average Terms for Nonlinear Sequential
Regression",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1182-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127992"}

@article{bb131850,
        AUTHOR = "Karaca, H. and Kozat, S.S.",
        TITLE = "Soft Gradient Boosting With Learnable Feature Transforms for
Sequential Regression",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "186-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127993"}

@article{bb131851,
        AUTHOR = "Zhang, H.M. and Qian, F. and Zhang, B. and Du, W.L. and Qian, J.J. and Yang, J.",
        TITLE = "Incorporating Linear Regression Problems Into an Adaptive Framework
With Feasible Optimizations",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "4041-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127994"}

@article{bb131852,
        AUTHOR = "Zhang, H.M. and Gao, J.B. and Qian, J.J. and Yang, J. and Xu, C.Y. and Zhang, B.",
        TITLE = "Linear Regression Problem Relaxations Solved by Nonconvex ADMM With
Convergence Analysis",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "828-838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127995"}

@article{bb131853,
        AUTHOR = "Hashemi, A. and Cai, C. and Gao, Y.J. and Ghosh, S. and Muller, K.R. and Nagarajan, S.S. and Haufe, S.",
        TITLE = "Joint Learning of Full-Structure Noise in Hierarchical Bayesian
Regression Models",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "610-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127996"}

@article{bb131854,
        AUTHOR = "Abdulsamad, H. and Nickl, P. and Klink, P. and Peters, J.",
        TITLE = "Variational Hierarchical Mixtures for Probabilistic Learning of
Inverse Dynamics",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1950-1963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127997"}

@article{bb131855,
        AUTHOR = "Gao, D.X. and Liu, L.J. and Yu, Z. and Liu, S.H.",
        TITLE = "Optimal Parametric Estimation of Biased Sinusoidal Signals Using DREM",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1049-1053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127998"}

@article{bb131856,
        AUTHOR = "Yue, X. and Kontar, R.",
        TITLE = "Federated Gaussian Process: Convergence, Automatic Personalization
and Multi-Fidelity Modeling",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4246-4261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT127999"}

@article{bb131857,
        AUTHOR = "Li, S.M. and Sun, X.F. and Wang, K.",
        TITLE = "Distributed statistical learning algorithm for nonlinear regression
with autoregressive errors",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128000"}

@article{bb131858,
        AUTHOR = "Zhao, L.C. and Pu, W.Q. and Zhou, R. and Shi, Q.J.",
        TITLE = "A Third-Order Majorization Algorithm for Logistic Regression With
Convergence Rate Guarantees",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1700-1704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128001"}

@article{bb131859,
        AUTHOR = "Liu, K.Z. and Gan, C.",
        TITLE = "Deterministic Gradient-Descent Learning of Linear Regressions:
Adaptive Algorithms, Convergence Analysis and Noise Compensation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7867-7877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128002"}

@article{bb131860,
        AUTHOR = "Papadopoulos, H.",
        TITLE = "Guaranteed Coverage Prediction Intervals With Gaussian Process
Regression",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9072-9083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128003"}

@article{bb131861,
        AUTHOR = "Dai, Z. and Hu, L.C. and Sun, H.J.",
        TITLE = "Block Diagonal Graph Embedded Discriminative Regression for Image
Representation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9326-9340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128004"}

@article{bb131862,
        AUTHOR = "Kristoffersson Lind, S. and Xiong, Z.L. and Forssen, P.E. and Kruger, V.",
        TITLE = "Uncertainty quantification metrics for deep regression",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "91-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128005"}

@article{bb131863,
        AUTHOR = "Zhang, H.L. and Liu, J.L.",
        TITLE = "Jointly stochastic fully symmetric interpolatory rules and local
approximation for scalable Gaussian process regression",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128006"}

@article{bb131864,
        AUTHOR = "Comber, A. and Harris, P. and Murakami, D. and Nakaya, T. and Tsutsumida, N. and Yoshida, T. and Brunsdon, C.",
        TITLE = "Encapsulating Spatially Varying Relationships with a Generalized
Additive Model",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128007"}

@article{bb131865,
        AUTHOR = "Boloix Tortosa, R. and Murillo Fuentes, J.J.",
        TITLE = "Complex Gaussian Processes for Regression and Their Connection to
WLMMSE",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "386-390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128008"}

@article{bb131866,
        AUTHOR = "Liu, R.J. and Xu, Y.T.",
        TITLE = "Non-conservative screening rule for sparse tensor regression",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128009"}

@article{bb131867,
        AUTHOR = "Liu, H.Y. and Sun, X. and Chen, Y. and Wang, X.L.",
        TITLE = "Physics-Informed Data-Driven Autoregressive Nonlinear Filter",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "846-850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128010"}

@article{bb131868,
        AUTHOR = "Fernandes Goncalves, F.M. and Guimaraes Pedronette, D.C. and da Silva Torres, R.",
        TITLE = "Fusion Regression",
        JOURNAL = PRL,
        VOLUME = "192",
        YEAR = "2025",
        PAGES = "129-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128011"}

@article{bb131869,
        AUTHOR = "Lee, H.W. and Park, Y.W.",
        TITLE = "Integrated subset selection and bandwidth estimation algorithm for
geographically weighted regression",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128012"}

@article{bb131870,
        AUTHOR = "Xiang, D. and Hong, Z.M.",
        TITLE = "Local-Linear Two-Stage Estimation of Local Autoregressive
Geographically and Temporally Weighted Regression Model",
        JOURNAL = IJGI,
        VOLUME = "14",
        YEAR = "2025",
        NUMBER = "7",
        PAGES = "276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128013"}

@article{bb131871,
        AUTHOR = "Chen, G.Y. and Liao, Y. and Su, X.X. and Gan, M. and Chen, C.L.P.",
        TITLE = "An Efficient Decoupled Optimization Algorithm for a Class of
Regression Models",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2788-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128014"}

@article{bb131872,
        AUTHOR = "Cherifi, M. and Zhu, X. and El Korso, M.N. and Mesloub, A.",
        TITLE = "Maximum Likelihood for Logistic Regression Model With Incomplete and
Hybrid-Type Covariates",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2808-2812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128015"}

@article{bb131873,
        AUTHOR = "Zhao, X.W. and Fan, J. and Chang, X.J. and Nie, F.P. and Zhang, Q. and Guo, J.",
        TITLE = "Scalable Multi-View Regression Clustering for Large-Scale Data",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7439-7454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128016"}

@article{bb131874,
        AUTHOR = "Qin, Z. and Zhu, Z.H.",
        TITLE = "Computational and Statistical Guarantees for Tensor-on-Tensor
Regression With Tensor Train Decomposition",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10577-10587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128017"}

@article{bb131875,
        AUTHOR = "Xiong, Z.L. and Han, A. and Ma, T.F. and Liu, S.Z.",
        TITLE = "Tri-SEM: A shape-aware robust regression method via chain-like
segmentation and residual analysis",
        JOURNAL = PR,
        VOLUME = "175",
        YEAR = "2026",
        PAGES = "113092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128018"}

@article{bb131876,
        AUTHOR = "Yang, G.Y. and Duan, Y. and Gao, Q.X. and Yang, M. and Gao, X.B.",
        TITLE = "Balanced and Discrete Regression for Image Clustering",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "9881-9895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128019"}

@inproceedings{bb131877,
        AUTHOR = "Yang, H.R. and Ren, C.X. and Luo, Y.W.",
        TITLE = "COD: Learning Conditional Invariant Representation for Domain
Adaptation Regression",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVI: 108-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128020"}

@inproceedings{bb131878,
        AUTHOR = "Chen, Z.H. and Song, Y. and Liu, G. and Kompella, R.R. and Wu, X.J. and Sebe, N.",
        TITLE = "Riemannian Multinomial Logistics Regression for SPD Neural Networks",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17086-17096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128021"}

@inproceedings{bb131879,
        AUTHOR = "Xiong, Z.L. and Jonnarth, A. and Eldesokey, A. and Johnander, J. and Wandt, B. and Forssen, P.E.",
        TITLE = "Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in
Regression Tasks",
        BOOKTITLE = SAIAD24,
        YEAR = "2024",
        PAGES = "3471-3480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128022"}

@inproceedings{bb131880,
        AUTHOR = "Revaud, J. and Cabon, Y. and Bregier, R. and Lee, J. and Weinzaepfel, P.",
        TITLE = "SACReg: Scene-Agnostic Coordinate Regression for Visual Localization",
        BOOKTITLE = L3D24,
        YEAR = "2024",
        PAGES = "688-698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128023"}

@inproceedings{bb131881,
        AUTHOR = "Pintea, S.L. and Lin, Y. and Dijkstra, J. and van Gemert, J.C.",
        TITLE = "A step towards understanding why classification helps regression",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19915-19924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128024"}

@inproceedings{bb131882,
        AUTHOR = "Peng, L.Z. and Kummerle, C. and Vidal, R.",
        TITLE = "On the Convergence of IRLS and Its Variants in Outlier-Robust
Estimation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "17808-17818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128025"}

@inproceedings{bb131883,
        AUTHOR = "Lu, Y.F. and Ma, J.Y. and Fang, L.Y. and Tian, X. and Jiang, J.J.",
        TITLE = "Robust and Scalable Gaussian Process Regression and Its Applications",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "21950-21959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT128026"}

@inproceedings{bb131884,
        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#TT128027"}

@inproceedings{bb131885,
        AUTHOR = "Chen, J.Y. and Yin, Y.D. 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#TT128028"}

@inproceedings{bb131886,
        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#TT128029"}

@inproceedings{bb131887,
        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#TT128030"}

@inproceedings{bb131888,
        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#TT128031"}

@inproceedings{bb131889,
        AUTHOR = "Li, Q. and Wang, J.J. and Yao, Z.L. and Li, Y.C. and Yang, P.J. and Yan, J.W. and Wang, C.M. 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#TT128032"}

@inproceedings{bb131890,
        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#TT128033"}

@inproceedings{bb131891,
        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#TT128034"}

@inproceedings{bb131892,
        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#TT128035"}

@inproceedings{bb131893,
        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#TT128036"}

@inproceedings{bb131894,
        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#TT128037"}

@inproceedings{bb131895,
        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#TT128038"}

@inproceedings{bb131896,
        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#TT128039"}

@inproceedings{bb131897,
        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#TT128040"}

@inproceedings{bb131898,
        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#TT128041"}

@inproceedings{bb131899,
        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#TT128042"}

Last update: