@article{bb135400,
        AUTHOR = "Zhang, H. and Su, J.",
        TITLE = "Learning probabilistic decision trees for AUC",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "892-899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131439"}

@article{bb135401,
        AUTHOR = "Nadarajah, S. and Kotz, S.",
        TITLE = "A comment on: 'A one-dimensional analysis for the probability of error
of linear classifiers for normally distributed classes' by Rueda",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1632-1633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131440"}

@article{bb135402,
        AUTHOR = "Shi, X.J. and Manduchi, R.",
        TITLE = "On the Bayes fusion of visual features",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1748-1758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131441"}

@article{bb135403,
        AUTHOR = "Sicard, R. and Artieres, T. and Petit, E.",
        TITLE = "Learning iteratively a classifier with the Bayesian Model Averaging
Principle",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "930-938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131442"}

@article{bb135404,
        AUTHOR = "Hernandez Lobato, D. and Hernandez Lobato, J.M.",
        TITLE = "Bayes Machines for binary classification",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1466-1473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131443"}

@article{bb135405,
        AUTHOR = "Agrawal, R.K. and Bala, R.",
        TITLE = "Incremental Bayesian classification for multivariate normal
distribution data",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1873-1876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131444"}

@inproceedings{bb135406,
        AUTHOR = "Agrawal, R.K. and Bala, R. and Bala, M.",
        TITLE = "Discriminant Function Revisited for Incremental Learning",
        BOOKTITLE = ICCVGIP08,
        YEAR = "2008",
        PAGES = "435-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131445"}

@article{bb135407,
        AUTHOR = "Damoulas, T. and Girolami, M.A.",
        TITLE = "Pattern recognition with a Bayesian kernel combination machine",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "46-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131446"}

@article{bb135408,
        AUTHOR = "Damoulas, T. and Girolami, M.A.",
        TITLE = "Combining feature spaces for classification",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2671-2683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131447"}

@article{bb135409,
        AUTHOR = "Liao, W.H. and Ji, Q.A.",
        TITLE = "Learning Bayesian network parameters under incomplete data with domain
knowledge",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3046-3056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131448"}

@inproceedings{bb135410,
        AUTHOR = "Liao, W.H. and Ji, Q.A.",
        TITLE = "Exploiting qualitative domain knowledge for learning Bayesian network
parameters with incomplete data",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131449"}

@article{bb135411,
        AUTHOR = "Jiang, L.X.",
        TITLE = "Random one-dependence estimators",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "532-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131450"}

@article{bb135412,
        AUTHOR = "Schlueter, R. and Nussbaum Thom, M. and Ney, H.",
        TITLE = "Does the Cost Function Matter in Bayes Decision Rule?",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "292-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131451"}

@article{bb135413,
        AUTHOR = "Silva, J.F. and Narayanan, S.S.",
        TITLE = "On signal representations within the Bayes decision framework",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1853-1865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131452"}

@article{bb135414,
        AUTHOR = "Ducinskas, K. and Stabingiene, L. and Stabingis, G.",
        TITLE = "Image Classification Based on Bayes Discriminant Functions",
        JOURNAL = "Procedia Env. Sci",
        VOLUME = "7",
        YEAR = "2011",
        PAGES = "218-223
",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131453"}

@article{bb135415,
        AUTHOR = "Ducinskas, K. and Stabingiene, L. and Stabingis, G.",
        TITLE = "Application of Bayes linear discriminant functions in image
classification",
        JOURNAL = PRL,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131454"}

@article{bb135416,
        AUTHOR = "Ruzic, T. and Pizurica, A. and Philips, W.",
        TITLE = "Neighborhood-consensus message passing as a framework for generalized
iterated conditional expectations",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "309-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131455"}

@inproceedings{bb135417,
        AUTHOR = "Liao, W.Z. and Pizurica, A. and Philips, W. and Pi, Y.",
        TITLE = "A fast iterative kernel PCA feature extraction for hyperspectral images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1317-1320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131456"}

@article{bb135418,
        AUTHOR = "Boulle, M.",
        TITLE = "Functional data clustering via piecewise constant nonparametric density
estimation",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4389-4401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131457"}

@article{bb135419,
        AUTHOR = "Zheng, S.F. and Liu, W.X.",
        TITLE = "Functional gradient ascent for Probit regression",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4428-4437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131458"}

@article{bb135420,
        AUTHOR = "Dalton, L.A. and Dougherty, E.R.",
        TITLE = "Optimal classifiers with minimum expected error within a Bayesian
framework - Part I: Discrete and Gaussian models",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1301-1314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131459"}

@article{bb135421,
        AUTHOR = "Dalton, L.A. and Dougherty, E.R.",
        TITLE = "Optimal classifiers with minimum expected error within a Bayesian
framework - Part II: Properties and performance analysis",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1288-1300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131460"}

@article{bb135422,
        AUTHOR = "Nielsen, F.",
        TITLE = "An Information-Geometric Characterization of Chernoff Information",
        JOURNAL = SPLetters,
        VOLUME = "20",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "269-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131461"}

@article{bb135423,
        AUTHOR = "Trajdos, P. and Burduk, R.",
        TITLE = "Linear classifier combination via multiple potential functions",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131462"}

@article{bb135424,
        AUTHOR = "Feng, G. and Zhang, J.D. and Liao, S.S.Y.",
        TITLE = "A novel method for combining Bayesian networks, theoretical analysis,
and its applications",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "2057-2069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131463"}

@article{bb135425,
        AUTHOR = "Wang, X.Z. and He, Y.L. and Wang, D.D.",
        TITLE = "Non-Naive Bayesian Classifiers for Classification Problems With
Continuous Attributes",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "21-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131464"}

@article{bb135426,
        AUTHOR = "Besson, O. and Dobigeon, N. and Tourneret, J.Y.",
        TITLE = "Joint Bayesian Estimation of Close Subspaces from Noisy Measurements",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "168-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131465"}

@article{bb135427,
        AUTHOR = "Ruiz, P. and Mateos, J. and Camps Valls, G. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Bayesian Active Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2186-2196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131466"}

@article{bb135428,
        AUTHOR = "Stein, M. and Castaneda, M. and Mezghani, A. and Nossek, J.A.",
        TITLE = "Information-Preserving Transformations for Signal Parameter
Estimation",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "866-870",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131467"}

@article{bb135429,
        AUTHOR = "Knowles, D.A. and Ghahramani, Z.",
        TITLE = "Pitman-Yor Diffusion Trees for Bayesian Hierarchical Clustering",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "271-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131468"}

@article{bb135430,
        AUTHOR = "Archambeau, C. and Lakshminarayanan, B. and Bouchard, G.",
        TITLE = "Latent IBP Compound Dirichlet Allocation",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "321-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131469"}

@article{bb135431,
        AUTHOR = "Gershman, S.J. and Frazier, P.I. and Blei, D.M.",
        TITLE = "Distance Dependent Infinite Latent Feature Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "334-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131470"}

@article{bb135432,
        AUTHOR = "Foti, N.J. and Williamson, S.A.",
        TITLE = "A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "359-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131471"}

@article{bb135433,
        AUTHOR = "Doshi Velez, F. and Pfau, D. and Wood, F. and Roy, N.",
        TITLE = "Bayesian Nonparametric Methods for Partially-Observable Reinforcement
Learning",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "394-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131472"}

@article{bb135434,
        AUTHOR = "Deisenroth, M.P. and Fox, D. and Rasmussen, C.E.",
        TITLE = "Gaussian Processes for Data-Efficient Learning in Robotics and
Control",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "408-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131473"}

@article{bb135435,
        AUTHOR = "Gilboa, E. and Saatci, Y. and Cunningham, J.P.",
        TITLE = "Scaling Multidimensional Inference for Structured Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "424-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131474"}

@article{bb135436,
        AUTHOR = "Orbanz, P. and Roy, D.M.",
        TITLE = "Bayesian Models of Graphs, Arrays and Other Exchangeable Random
Structures",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "437-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131475"}

@article{bb135437,
        AUTHOR = "Palla, K. and Knowles, D.A. and Ghahramani, Z.",
        TITLE = "Relational Learning and Network Modelling Using Infinite Latent
Attribute Models",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "462-474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131476"}

@article{bb135438,
        AUTHOR = "Xu, Z. and Yan, F. and Qi, Y.",
        TITLE = "Bayesian Nonparametric Models for Multiway Data Analysis",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "475-487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131477"}

@article{bb135439,
        AUTHOR = "Blomstedt, P. and Tang, J. and Xiong, J. and Granlund, C. and Corander, J.",
        TITLE = "A Bayesian Predictive Model for Clustering Data of Mixed Discrete and
Continuous Type",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "489-498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131478"}

@article{bb135440,
        AUTHOR = "Sun, S.J. and Zhong, P. and Xiao, H.T. and Wang, R.S.",
        TITLE = "Active Learning With Gaussian Process Classifier for Hyperspectral
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1746-1760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131479"}

@article{bb135441,
        AUTHOR = "Sun, L. and Toh, K.A. and Lin, Z.P.",
        TITLE = "A center sliding Bayesian binary classifier adopting orthogonal
polynomials",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "6",
        PAGES = "2013-2028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131480"}

@article{bb135442,
        AUTHOR = "Klarreich, E.",
        TITLE = "In Search of Bayesian Inference",
        JOURNAL = CACM,
        VOLUME = "58",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131481"}

@article{bb135443,
        AUTHOR = "Broumand, A. and Esfahani, M.S. and Yoon, B.J. and Dougherty, E.R.",
        TITLE = "Discrete optimal Bayesian classification with error-conditioned
sequential sampling",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3766-3782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131482"}

@article{bb135444,
        AUTHOR = "El Korso, M.N. and Boyer, R. and Larzabal, P. and Fleury, B.H.",
        TITLE = "Estimation Performance for the Bayesian Hierarchical Linear Model",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "488-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131483"}

@article{bb135445,
        AUTHOR = "Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Joint Data Filtering and Labeling Using Gaussian Processes and
Alternating Direction Method of Multipliers",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3059-3072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131484"}

@article{bb135446,
        AUTHOR = "Rohani, N. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Variational Gaussian process for multisensor classification problems",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "80-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131485"}

@article{bb135447,
        AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G.",
        TITLE = "Remote Sensing Image Classification With Large-Scale Gaussian
Processes",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1103-1114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131486"}

@article{bb135448,
        AUTHOR = "Svendsen, D.H. and Martino, L. and Camps Valls, G.",
        TITLE = "Active emulation of computer codes with Gaussian processes:
Application to remote sensing",
        JOURNAL = PR,
        VOLUME = "100",
        YEAR = "2020",
        PAGES = "107103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131487"}

@article{bb135449,
        AUTHOR = "Ruiz, P. and Morales Alvarez, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Learning from crowds with variational Gaussian processes",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "298-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131488"}

@inproceedings{bb135450,
        AUTHOR = "Ruiz, P. and Mateos, J. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Learning filters in Gaussian process classification problems",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2913-2917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131489"}

@inproceedings{bb135451,
        AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G. and Katsaggelos, A.K.",
        TITLE = "Passive millimeter wave image classification with large scale
Gaussian processes",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "370-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131490"}

@inproceedings{bb135452,
        AUTHOR = "Serra, J.G. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Bayesian logistic regression with sparse general representation prior
for multispectral image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1893-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131491"}

@article{bb135453,
        AUTHOR = "Tang, B. and Kay, S. and He, H. and Baggenstoss, P.M.",
        TITLE = "EEF: Exponentially Embedded Families with
Class-Specific Features for Classification",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "969-973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131492"}

@article{bb135454,
        AUTHOR = "Kong, G.G. and Jiang, L.X. and Li, C.Q.",
        TITLE = "Beyond accuracy:
Learning selective Bayesian classifiers with minimal test cost",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "165-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131493"}

@article{bb135455,
        AUTHOR = "Oneto, L. and Anguita, D. and Ridella, S.",
        TITLE = "PAC-bayesian analysis of distribution dependent priors:
tighter risk bounds and stability analysis",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "200-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131494"}

@article{bb135456,
        AUTHOR = "Wong, T.T. and Liu, C.R.",
        TITLE = "An efficient parameter estimation method for generalized Dirichlet
priors in naïve Bayesian classifiers with multinomial models",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "62-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131495"}

@article{bb135457,
        AUTHOR = "Darwish, S.M.",
        TITLE = "Combining firefly algorithm and Bayesian classifier:
New direction for automatic multilabel image annotation",
        JOURNAL = IET-IPR,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "763-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131496"}

@article{bb135458,
        AUTHOR = "Such, O. and Barreda, S.",
        TITLE = "Bayes covariant multi-class classification",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "99-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131497"}

@article{bb135459,
        AUTHOR = "Mariooryad, S. and Busso, C.",
        TITLE = "The Cost of Dichotomizing Continuous Labels for Binary Classification
Problems: Deriving a Bayesian-Optimal Classifier",
        JOURNAL = AffCom,
        VOLUME = "8",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "119-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131498"}

@article{bb135460,
        AUTHOR = "Pereyra, M.",
        TITLE = "Maximum-a-Posteriori Estimation with Bayesian Confidence Regions",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "285-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131499"}

@article{bb135461,
        AUTHOR = "Lazaro, M. and Hayes, M.H. and Figueiras Vidal, A.R.",
        TITLE = "Training neural network classifiers through Bayes risk minimization
applying unidimensional Parzen windows",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "204-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131500"}

@article{bb135462,
        AUTHOR = "Durmus, A. and Moulines, E. and Pereyra, M.",
        TITLE = "Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo:
When Langevin Meets Moreau",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "473-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131501"}

@article{bb135463,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Liew, A.W.C. and Wang, S.L.",
        TITLE = "Variational inference based bayes online classifiers with concept
drift adaptation",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "280-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131502"}

@article{bb135464,
        AUTHOR = "Zhao, T.Y. and Zhang, B.P. and He, M. and Zhang, W. and Zhou, N. and Yu, J. and Fan, J.P.",
        TITLE = "Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4740-4755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131503"}

@article{bb135465,
        AUTHOR = "Zhao, T.Y. and Chen, Q.Y. and Kuang, Z.Z. and Yu, J. and Zhang, W. and Fan, J.P.",
        TITLE = "Deep Mixture of Diverse Experts for Large-Scale Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1072-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131504"}

@article{bb135466,
        AUTHOR = "Zhao, Z.C. and Wang, X.D.",
        TITLE = "Multi-segments Naïve Bayes classifier in likelihood space",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "882-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131505"}

@article{bb135467,
        AUTHOR = "Fan, W.T. and Bouguila, N. and Bourouis, S. and Laalaoui, Y.",
        TITLE = "Entropy-based variational Bayes learning framework for data clustering",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1762-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131506"}

@article{bb135468,
        AUTHOR = "Lagrange, A. and Fauvel, M. and May, S. and Dobigeon, N.",
        TITLE = "Hierarchical Bayesian image analysis:
From low-level modeling to robust supervised learning",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131507"}

@article{bb135469,
        AUTHOR = "Wang, D. and Song, G. and Tan, X.Y.",
        TITLE = "Bayesian denoising hashing for robust image retrieval",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "134-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131508"}

@article{bb135470,
        AUTHOR = "Gezici, S. and Varshney, P.K.",
        TITLE = "On the Optimality of Likelihood Ratio Test for Prospect Theory-Based
Binary Hypothesis Testing",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1845-1849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131509"}

@article{bb135471,
        AUTHOR = "Xu, Y. and Hong, X. and Porikli, F.M. and Liu, X. and Chen, J. and Zhao, G.",
        TITLE = "Saliency Integration: An Arbitrator Model",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "98-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131510"}

@article{bb135472,
        AUTHOR = "Jiang, L.X. and Zhang, L.G. and Yu, L.J. and Wang, D.H.",
        TITLE = "Class-specific attribute weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "321-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131511"}

@article{bb135473,
        AUTHOR = "Ali, M. and Gao, J.B. and Antolovich, M.",
        TITLE = "Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5771-5784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131512"}

@article{bb135474,
        AUTHOR = "Kuang, W. and Chan, Y. and Tsang, S. and Siu, W.",
        TITLE = "Online-Learning-Based Bayesian Decision Rule for Fast Intra Mode and
CU Partitioning Algorithm in HEVC Screen Content Coding",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "170-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131513"}

@article{bb135475,
        AUTHOR = "Hassan, S.S. and Huttunen, H. and Niemi, J. and Tohka, J.",
        TITLE = "Bayesian receiver operating characteristic metric for linear
classifiers",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "52-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131514"}

@article{bb135476,
        AUTHOR = "Rademacher, P. and Wagner, K.",
        TITLE = "Efficient Bayesian Sequential Classification Under the Markov
Assumption for Various Loss Functions",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "401-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131515"}

@article{bb135477,
        AUTHOR = "Zhou, Q.P. and Yu, T.C. and Zhang, X.Q. and Li, J.L.",
        TITLE = "Bayesian Inference and Uncertainty Quantification for Medical Image
Reconstruction with Poisson Data",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "29-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131516"}

@article{bb135478,
        AUTHOR = "Kim, H.C. and Park, J.H. and Kim, D.W. and Lee, J.",
        TITLE = "Multilabel Naïve Bayes classification considering label dependence",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "279-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131517"}

@article{bb135479,
        AUTHOR = "Zhang, H. and Jiang, L.X. and Yu, L.J.",
        TITLE = "Attribute and instance weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131518"}

@article{bb135480,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised
Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4441-4452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131519"}

@inproceedings{bb135481,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "AutoDIAL: Automatic Domain Alignment Layers",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5077-5085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131520"}

@inproceedings{bb135482,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:357-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131521"}

@inproceedings{bb135483,
        AUTHOR = "Kuzborskij, I. and Carlucci, F.M. and Caputo, B.",
        TITLE = "When Naive Bayes Nearest Neighbors Meet Convolutional Neural
Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2100-2109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131522"}

@article{bb135484,
        AUTHOR = "Byvshev, P. and Mettes, P.S. and Xiao, Y.",
        TITLE = "Are 3D convolutional networks inherently biased towards appearance?",
        JOURNAL = CVIU,
        VOLUME = "220",
        YEAR = "2022",
        PAGES = "103437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131523"}

@inproceedings{bb135485,
        AUTHOR = "de la Riva, M. and Mettes, P.S.",
        TITLE = "Bayesian 3D ConvNets for Action Recognition from Few Examples",
        BOOKTITLE = MDALC19,
        YEAR = "2019",
        PAGES = "1337-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131524"}

@article{bb135486,
        AUTHOR = "Zhang, H. and Jiang, L. and Webb, G.I.",
        TITLE = "Rigorous non-disjoint discretization for naive Bayes",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131525"}

@article{bb135487,
        AUTHOR = "Lefebvre, T. and Crevecoeur, G.",
        TITLE = "A posteriori control densities: Imitation learning from partial
observations",
        JOURNAL = PRL,
        VOLUME = "169",
        YEAR = "2023",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131526"}

@article{bb135488,
        AUTHOR = "Du, X. and Chen, H.C. and Wang, C. and Xing, Y.H. and Yang, J. and Yu, P.S. and Chang, Y. and He, L.F.",
        TITLE = "Robust multi-agent reinforcement learning via Bayesian distributional
value estimation",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131527"}

@article{bb135489,
        AUTHOR = "Khodayari Samghabadi, I. and Mohammad Khanli, L. and Tanha, J.",
        TITLE = "A Fast Multi-Network K-Dependence Bayesian Classifier for Continuous
Features",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131528"}

@inproceedings{bb135490,
        AUTHOR = "Matuk, J. and Bharath, K. and Chkrebtii, O. and Kurtek, S.",
        TITLE = "Geometric empirical Bayesian model for classification of functional
data under diverse sampling regimes",
        BOOKTITLE = Diff-CVML21,
        YEAR = "2021",
        PAGES = "4429-4437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131529"}

@inproceedings{bb135491,
        AUTHOR = "Jalali, H. and Kasneci, G.",
        TITLE = "Aggregating Dependent Gaussian Experts in Local Approximation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9015-9022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131530"}

@inproceedings{bb135492,
        AUTHOR = "Berns, F. and Schmidt, K. and Bracht, I. and Beecks, C.",
        TITLE = "3CS Algorithm for Efficient Gaussian Process Model Retrieval",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1773-1780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131531"}

@inproceedings{bb135493,
        AUTHOR = "Carvalho, E.D.C. and Clark, R. and Nicastro, A. and Kelly, P.H.J.",
        TITLE = "Scalable Uncertainty for Computer Vision With Functional Variational
Inference",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12000-12010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131532"}

@inproceedings{bb135494,
        AUTHOR = "Kim, T. and Lee, J. and Choe, Y.",
        TITLE = "Tensor Train Decomposition for Efficient Memory Saving in Perceptual
Feature-Maps",
        BOOKTITLE = RSL-CV19,
        YEAR = "2019",
        PAGES = "599-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131533"}

@inproceedings{bb135495,
        AUTHOR = "Machireddy, A. and Krishnan, R. and Ahuja, N. and Tickoo, O.",
        TITLE = "Continual Active Adaptation to Evolving Distributional Shifts",
        BOOKTITLE = RoSe22,
        YEAR = "2022",
        PAGES = "3443-3449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131534"}

@inproceedings{bb135496,
        AUTHOR = "Krishnan, R. and Subedar, M. and Tickoo, O.",
        TITLE = "Efficient Priors for Scalable Variational Inference in Bayesian Deep
Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131535"}

@inproceedings{bb135497,
        AUTHOR = "Liu, Y.H. and Dong, W.Y. and Zhang, L. and Gong, D. and Shi, Q.F.",
        TITLE = "Variational Bayesian Dropout With a Hierarchical Prior",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7117-7126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131536"}

@inproceedings{bb135498,
        AUTHOR = "Nguyen, K. and Le, T. and Dinh, T.N. and Phung, D.",
        TITLE = "Bayesian Multi-Hyperplane Machine for Pattern Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "609-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131537"}

@inproceedings{bb135499,
        AUTHOR = "Pirayre, A. and Zheng, Y. and Duval, L. and Pesquet, J.C.",
        TITLE = "HOGMep: Variational Bayes and higher-order graphical models applied
to joint image recovery and segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3775-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131538"}

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