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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#TT86713"} @article{bb90009, 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#TT86714"} @article{bb90010, 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#TT86715"} @article{bb90011, 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#TT86716"} @article{bb90012, 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#TT86717"} @article{bb90013, 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#TT86718"} @article{bb90014, 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 = 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Estimation for Bayesian Regression via Simulated Annealing", BOOKTITLE = DAGM12, YEAR = "2012", PAGES = "317-326", BIBSOURCE = "http://www.visionbib.com/bibliography/match575re1.html#TT86759"} @inproceedings{bb90055, 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#TT86760"} @inproceedings{bb90056, 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#TT86761"} @inproceedings{bb90057, AUTHOR = "Kramer, O.", TITLE = "On Evolutionary Approaches to Unsupervised Nearest Neighbor Regression", BOOKTITLE = "EvoIASP", PAGES = "346-355", BIBSOURCE = 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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#TT86766"} @inproceedings{bb90062, 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#TT86767"} @inproceedings{bb90063, 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#TT86768"} @article{bb90064, 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#TT86769"} @inproceedings{bb90065, 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#TT86770"} @inproceedings{bb90066, 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#TT86771"} @inproceedings{bb90067, AUTHOR = "Komodakis, N. and Paragios, N.", TITLE = "Beyond pairwise energies: Efficient optimization for higher-order MRFs", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "2985-2992", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86772"} 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Interactions In Random Field Models: A Potential Function Ensuring Connectedness", JOURNAL = SIIMS, VOLUME = "3", YEAR = "2010", NUMBER = "4", PAGES = "1048-1074", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86776"} @inproceedings{bb90072, AUTHOR = "Nowozin, S. and Lampert, C.H.", TITLE = "Global connectivity potentials for random field models", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "818-825", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86777"} @article{bb90073, AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.", TITLE = "A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "13", MONTH = "October", PAGES = "1795-1808", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86778"} @inproceedings{bb90074, AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.", TITLE = "On the asymptotic variances of Gaussian Markov Random Field model hyperparameters in stochastic image modeling", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86779"} @inproceedings{bb90075, AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.", TITLE = "A novel pseudo-likelihood equation for Potts MRF model parameter estimation in image analysis", BOOKTITLE = ICIP08, YEAR = "2008", PAGES = "1828-1831", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86780"} @inproceedings{bb90076, AUTHOR = "Levada, A.L.M. and Mascarenhas, N.D.A. and Tannus, A.", TITLE = "Improving Potts MRF model parameter estimation using higher-order neighborhood systems on stochastic image modeling", BOOKTITLE = WSSIP08, YEAR = "2008", PAGES = "385-388", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86781"} @article{bb90077, AUTHOR = "Kim, W.S. and Lee, K.M.", TITLE = "A hybrid approach for MRF optimization problems: Combination of stochastic sampling and deterministic algorithms", JOURNAL = CVIU, VOLUME = "115", YEAR = "2011", NUMBER = "12", MONTH = "December", PAGES = "1623-1637", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86782"} @inproceedings{bb90078, AUTHOR = "Kim, W.S. and Lee, K.M.", TITLE = "Continuous Markov Random Field Optimization Using Fusion Move Driven Markov Chain Monte Carlo Technique", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "1364-1367", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86783"} @inproceedings{bb90079, AUTHOR = "Kim, W.S. and Lee, K.M.", TITLE = "Markov Chain Monte Carlo combined with deterministic methods for Markov random field optimization", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "1406-1413", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86784"} @inproceedings{bb90080, AUTHOR = "Kim, W.S. and Lee, K.M.", TITLE = "MRF optimization by graph approximation", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "1063-1071", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86785"} @inproceedings{bb90081, AUTHOR = "Kim, W.S. and Lee, K.M.", TITLE = "Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1354-1361", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86786"} @article{bb90082, AUTHOR = "Zhu, H. and He, Z.S. and Leung, H.", TITLE = "Simultaneous Feature and Model Selection for Continuous Hidden Markov Models", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "279-282", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86787"} @article{bb90083, AUTHOR = "Perduca, V. and Nuel, G.", TITLE = "Measuring the Influence of Observations in HMMs Through the Kullback-Leibler Distance", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "145-148", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86788"} @article{bb90084, AUTHOR = "Henter, G.E. and Kleijn, W.B.", TITLE = "Picking up the pieces: Causal states in noisy data, and how to recover them", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "5", MONTH = "April", PAGES = "587-594", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86789"} @article{bb90085, AUTHOR = "Henter, G.E. and Kleijn, W.B.", TITLE = "Minimum Entropy Rate Simplification of Stochastic Processes", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "12", MONTH = "December", PAGES = "2487-2500", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86790"} @article{bb90086, AUTHOR = "Lai, M.J. and Yin, W.T.", TITLE = "Augmented L_1 and Nuclear-Norm Models with a Globally Linearly Convergent Algorithm", JOURNAL = SIIMS, VOLUME = "6", YEAR = "2013", NUMBER = "2", PAGES = "1059-1091", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86791"} @article{bb90087, AUTHOR = "Fritsche, C. and Orguner, U. and Svensson, L. and Gustafsson, F.", TITLE = "The Marginal Enumeration Bayesian Cramer-Rao Bound for Jump Markov Systems", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "4", MONTH = "April", PAGES = "464-468", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86792"} @article{bb90088, AUTHOR = "Fritsche, C. and Gustafsson, F.", TITLE = "The Marginal Bayesian Cramer-Rao Bound for Jump Markov Systems", JOURNAL = SPLetters, VOLUME = "23", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "575-579", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86793"} @article{bb90089, AUTHOR = "Jiang, X.Y. and Wu, F. and Zhang, Y. and Tang, S.L. and Lu, W.M. and Zhuang, Y.T.", TITLE = "The classification of multi-modal data with hidden conditional random field", JOURNAL = PRL, VOLUME = "51", YEAR = "2015", NUMBER = "1", PAGES = "63-69", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86794"} @article{bb90090, AUTHOR = "Lu, C. and Lin, Z.C. and Yan, S.C.", TITLE = "Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "646-654", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86795"} @article{bb90091, AUTHOR = "Lu, C. and Tang, J.H. and Yan, S.C. and Lin, Z.C.", TITLE = "Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "829-839", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86796"} @inproceedings{bb90092, AUTHOR = "Lu, C. and Tang, J.H. and Yan, S.C. and Lin, Z.C.", TITLE = "Generalized Nonconvex Nonsmooth Low-Rank Minimization", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "4130-4137", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86797"} @article{bb90093, AUTHOR = "Lu, P. and Peng, X. and Zhu, X.S. and Li, R.F.", TITLE = "Finding more relevance: Propagating similarity on Markov random field for object retrieval", JOURNAL = SP:IC, VOLUME = "32", YEAR = "2015", NUMBER = "1", PAGES = "54-68", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86798"} @article{bb90094, AUTHOR = "Song, D.J. and Liu, W. and Zhou, T. and Tao, D.C. and Meyer, D.A.", TITLE = "Efficient Robust Conditional Random Fields", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "10", MONTH = "October", PAGES = "3124-3136", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86799"} @article{bb90095, AUTHOR = "Bousmalis, K. and Zafeiriou, S.P. and Morency, L. and Pantic, M. and Ghahramani, Z.", TITLE = "Variational Infinite Hidden Conditional Random Fields", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "9", MONTH = "September", PAGES = "1917-1929", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86800"} @article{bb90096, AUTHOR = "Lindberg, D.V. and Omre, H.", TITLE = "Inference of the Transition Matrix in Convolved Hidden Markov Models and the Generalized Baum-Welch Algorithm", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "6443-6456", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86801"} @article{bb90097, AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.", TITLE = "Higher-order segmentation via multicuts", JOURNAL = CVIU, VOLUME = "143", YEAR = "2016", NUMBER = "1", PAGES = "104-119", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86802"} @inproceedings{bb90098, AUTHOR = "Kappes, J.H. and Speth, M. and Reinelt, G. and Schnorr, C.", TITLE = "Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1752-1758", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86803"} @article{bb90099, AUTHOR = "Zivkovic, Z.", TITLE = "Gentle ICM energy minimization for Markov random fields with smoothness-based priors", JOURNAL = RealTimeIP, VOLUME = "11", YEAR = "2016", NUMBER = "1", MONTH = "January", PAGES = "235-246", BIBSOURCE = "http://www.visionbib.com/bibliography/match575mr1.html#TT86804"}

Last update:Jul 14, 2019 at 21:53:00