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        TITLE = "Low-rank tensor ring learning for multi-linear regression",
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@article{bb115201,
        AUTHOR = "Mastelini, S.M. and de Carvalho, A.C.P.D.F.",
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regressors",
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@article{bb115202,
        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,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111483"}

@article{bb115203,
        AUTHOR = "Degeest, A. and Frenay, B. and Verleysen, M.",
        TITLE = "Reading grid for feature selection relevance criteria in regression",
        JOURNAL = PRL,
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@article{bb115204,
        AUTHOR = "Adiyeke, E. and Baydogan, M.G.",
        TITLE = "An ensemble-based semi-supervised feature ranking for multi-target
regression problems",
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@article{bb115205,
        AUTHOR = "Fallah Tehrani, A.",
        TITLE = "Heuristics-Based Learning Approach for Choquistic Regression Models",
        JOURNAL = PRL,
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        YEAR = "2021",
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@article{bb115206,
        AUTHOR = "Woodbridge, Y. and Elidan, G. and Wiesel, A.",
        TITLE = "Convex Nonparanormal Regression",
        JOURNAL = SPLetters,
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@article{bb115207,
        AUTHOR = "Messoudi, S. and Destercke, S. and Rousseau, S.",
        TITLE = "Copula-based conformal prediction for multi-target regression",
        JOURNAL = PR,
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@article{bb115208,
        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",
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@article{bb115209,
        AUTHOR = "Qiao, X.T. and Zheng, Q.L. and Cao, Y. and Lau, R.W.H.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
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@article{bb115210,
        AUTHOR = "Lau, R.W.H. and Cao, Y. and Zheng, Q.L. and Qiao, X.T.",
        TITLE = "Instance-Aware Scene Layout Forecasting",
        JOURNAL = IJCV,
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@article{bb115211,
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        TITLE = "Robust Geodesic Regression",
        JOURNAL = IJCV,
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@article{bb115212,
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@article{bb115213,
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@article{bb115215,
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@article{bb115216,
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With Applications to 3D Cochlear Shapes",
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@article{bb115217,
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        TITLE = "Nonconvex clustering via L0 fusion penalized regression",
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with conformal predictive systems",
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@article{bb115219,
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@article{bb115220,
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        TITLE = "A Safe Feature Elimination Rule for L_1-Regularized Logistic
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@article{bb115222,
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for image classification",
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@article{bb115223,
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        TITLE = "L_1-Norm Quantile Regression Screening Rule via the Dual
Circumscribed Sphere",
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@article{bb115224,
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        TITLE = "A Logistic Regression Approach to Field Estimation Using Binary
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@article{bb115225,
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        TITLE = "Heatmap Regression via Randomized Rounding",
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@article{bb115226,
        AUTHOR = "Li, T. and Ma, J.W.",
        TITLE = "Dirichlet process mixture of Gaussian process functional regressions
and its variational EM algorithm",
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@article{bb115227,
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        TITLE = "Gradient Boosting with Moving-Average Terms for Nonlinear Sequential
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@article{bb115228,
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With Feasible Optimizations",
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@article{bb115229,
        AUTHOR = "Zhang, H.M. and Gao, J.B. and Qian, J.J. and Yang, J. and Xu, C.Y. and Zhang, B.",
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@article{bb115230,
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        TITLE = "Joint Learning of Full-Structure Noise in Hierarchical Bayesian
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@article{bb115231,
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        TITLE = "Variational Hierarchical Mixtures for Probabilistic Learning of
Inverse Dynamics",
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@inproceedings{bb115232,
        AUTHOR = "Pintea, S.L. and Lin, Y. and Dijkstra, J. and van Gemert, J.C.",
        TITLE = "A step towards understanding why classification helps regression",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111512"}

@inproceedings{bb115233,
        AUTHOR = "Peng, L.Z. and Kummerle, C. and Vidal, R.",
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        BOOKTITLE = CVPR23,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111513"}

@inproceedings{bb115234,
        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",
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@inproceedings{bb115235,
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        TITLE = "Energy-based Models for Deep Probabilistic Regression",
        BOOKTITLE = "ICPR22",
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@inproceedings{bb115236,
        AUTHOR = "Chen, J.Y. and Yin, Y. and Birdal, T. and Chen, B.Q. and Guibas, L.J. and Wang, H.",
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@inproceedings{bb115237,
        AUTHOR = "Ren, J.W. and Zhang, M.Y. and Yu, C.J. and Liu, Z.W.",
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@inproceedings{bb115238,
        AUTHOR = "Yin, Y. and Cai, Y.C. and Wang, H. and Chen, B.Q.",
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@inproceedings{bb115239,
        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?",
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@inproceedings{bb115240,
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        TITLE = "Moving Window Regression: A Novel Approach to Ordinal Regression",
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@inproceedings{bb115241,
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@inproceedings{bb115242,
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@inproceedings{bb115243,
        AUTHOR = "Wang, Y.K. and Sun, X.W. and Fu, Y.W.",
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@inproceedings{bb115244,
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@inproceedings{bb115245,
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@inproceedings{bb115246,
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@inproceedings{bb115247,
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@inproceedings{bb115248,
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@inproceedings{bb115249,
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@inproceedings{bb115250,
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@inproceedings{bb115251,
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@inproceedings{bb115252,
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@inproceedings{bb115254,
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@inproceedings{bb115255,
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@inproceedings{bb115256,
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@inproceedings{bb115257,
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@inproceedings{bb115258,
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@inproceedings{bb115259,
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        PAGES = "535-540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111540"}

@inproceedings{bb115261,
        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#TT111541"}

@inproceedings{bb115262,
        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#TT111542"}

@inproceedings{bb115263,
        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#TT111543"}

@inproceedings{bb115264,
        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#TT111544"}

@inproceedings{bb115265,
        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#TT111545"}

@inproceedings{bb115266,
        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#TT111546"}

@inproceedings{bb115267,
        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#TT111547"}

@inproceedings{bb115268,
        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#TT111548"}

@inproceedings{bb115269,
        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#TT111549"}

@inproceedings{bb115270,
        AUTHOR = "Luo, L. and Tu, Q.H. and Yang, J. and Zhang, Y.G.",
        TITLE = "Dual approximated nuclear norm based matrix regression via adaptive
line search scheme",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2538-2543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111550"}

@inproceedings{bb115271,
        AUTHOR = "Fagundes, R.A.A. and de Souza, R.M.C.R. and Soares, Y.M.G.",
        TITLE = "Quantile regression of interval-valued data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2586-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111551"}

@inproceedings{bb115272,
        AUTHOR = "Subramanian, S. and Rana, S. and Gupta, S. and Sivakumar, P.B. and Velayutham, C.S. and Venkateshc, S.",
        TITLE = "Bayesian nonparametric Multiple Instance Regression",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3661-3666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111552"}

@inproceedings{bb115273,
        AUTHOR = "Xing, C. and Geng, X. and Xue, H.",
        TITLE = "Logistic Boosting Regression for Label Distribution Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4489-4497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111553"}

@inproceedings{bb115274,
        AUTHOR = "Feng, Q. and Zhou, Y. and Lan, R.",
        TITLE = "Pairwise Linear Regression Classification for Image Set Retrieval",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4865-4872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111554"}

@inproceedings{bb115275,
        AUTHOR = "Banerjee, M. and Chakraborty, R. and Ofori, E. and Okun, M.S. and Vaillancourt, D.E. and Vemuri, B.C.",
        TITLE = "A Nonlinear Regression Technique for Manifold Valued Data with
Applications to Medical Image Analysis",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "4424-4432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111555"}

@inproceedings{bb115276,
        AUTHOR = "Wang, Y.X. and Hebert, M.",
        TITLE = "Learning to Learn:
Model Regression Networks for Easy Small Sample Learning",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VI: 616-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111556"}

@inproceedings{bb115277,
        AUTHOR = "Robles Kelly, A.",
        TITLE = "Least-Squares Regression with Unitary Constraints for Network Behaviour
Classification",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111557"}

@inproceedings{bb115278,
        AUTHOR = "Koda, S.",
        TITLE = "Adaptive Sparse Bayesian Regression with Variational Inference for
Parameter Estimation",
        BOOKTITLE = SSSPR16,
        YEAR = "2016",
        PAGES = "263-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111558"}

@inproceedings{bb115279,
        AUTHOR = "Antonakos, E. and Snape, P. and Trigeorgis, G. and Zafeiriou, S.P.",
        TITLE = "Adaptive cascaded regression",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1649-1653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111559"}

@inproceedings{bb115280,
        AUTHOR = "Gurovich, Y. and Kissos, I. and Hanani, Y.",
        TITLE = "Quality scores for deep regression systems",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3758-3762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111560"}

@inproceedings{bb115281,
        AUTHOR = "Perez Pellitero, E. and Salvador, J. and Ruiz Hidalgo, J. and Rosenhahn, B.",
        TITLE = "Half hypersphere confinement for piecewise linear regression",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111561"}

@inproceedings{bb115282,
        AUTHOR = "Belagiannis, V. and Rupprecht, C. and Carneiro, G. and Navab, N.",
        TITLE = "Robust Optimization for Deep Regression",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2830-2838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111562"}

@inproceedings{bb115283,
        AUTHOR = "Pandremmenou, K. and Shahid, M. and Kondi, L.P. and Lovstrom, B.",
        TITLE = "On the improvement of no-reference mean opinion score estimation
accuracy by following a frame-level regression approach",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1850-1854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111563"}

@inproceedings{bb115284,
        AUTHOR = "Wang, Y. and Dicle, C. and Sznaier, M. and Camps, O.I.",
        TITLE = "Self Scaled Regularized Robust Regression",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3261-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111564"}

@inproceedings{bb115285,
        AUTHOR = "Nilsson, M.",
        TITLE = "Elastic Net Regularized Logistic Regression Using Cubic Majorization",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3446-3451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111565"}

@inproceedings{bb115286,
        AUTHOR = "Saragih, J.M.",
        TITLE = "Principal regression analysis",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2881-2888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111566"}

@inproceedings{bb115287,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Point Estimation for Bayesian Regression via Simulated Annealing",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "317-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111567"}

@inproceedings{bb115288,
        AUTHOR = "Raman, S. and Roth, V.",
        TITLE = "Sparse Bayesian Regression for Grouped Variables in Generalized Linear
Models",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "242-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111568"}

@inproceedings{bb115289,
        AUTHOR = "Hong, Y. and Shi, Y. and Styner, M. and Sanchez, M. and Niethammer, M.",
        TITLE = "Simple Geodesic Regression for Image Time-Series",
        BOOKTITLE = WBIR12,
        YEAR = "2012",
        PAGES = "11-20",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111569"}

@inproceedings{bb115290,
        AUTHOR = "Kramer, O.",
        TITLE = "On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression",
        BOOKTITLE = EvoIASP12,
        YEAR = "2012",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111570"}

@inproceedings{bb115291,
        AUTHOR = "Mitra, K. and Veeraraghavan, A. and Chellappa, R.",
        TITLE = "Robust RVM regression using sparse outlier model",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1887-1894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111571"}

@inproceedings{bb115292,
        AUTHOR = "Yang, G. and Xu, X. and Jin, H.X.",
        TITLE = "Semi-Supervised Regression via Local Block Coordinate",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111572"}

@inproceedings{bb115293,
        AUTHOR = "Ding, L. and Bai, X.L.",
        TITLE = "Adaptive Laplacian eigenfunctions as bases for regression analysis",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT111573"}

@article{bb115294,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Performance vs computational efficiency for optimizing single and
dynamic MRFs: Setting the state of the art with primal-dual strategies",
        JOURNAL = CVIU,
        VOLUME = "112",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "14-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111574"}

@inproceedings{bb115295,
        AUTHOR = "Komodakis, N. and Tziritas, G. and Paragios, N.",
        TITLE = "Fast, Approximately Optimal Solutions for Single and Dynamic MRFs",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111575"}

@inproceedings{bb115296,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Optimization via Dual Decomposition: Message-Passing Revisited",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111576"}

@article{bb115297,
        AUTHOR = "Komodakis, N. and Paragios, N. and Tziritas, G.",
        TITLE = "MRF Energy Minimization and Beyond via Dual Decomposition",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "531-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111577"}

@inproceedings{bb115298,
        AUTHOR = "Komodakis, N.",
        TITLE = "Efficient training for pairwise or higher order CRFs via dual
decomposition",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1841-1848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111578"}

@inproceedings{bb115299,
        AUTHOR = "Komodakis, N.",
        TITLE = "Learning to cluster using high order graphical models with latent
variables",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "73-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT111579"}

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