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        JOURNAL = IET-IPR,
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        PAGES = "1762-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131141"}

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        AUTHOR = "Lagrange, A. and Fauvel, M. and May, S. and Dobigeon, N.",
        TITLE = "Hierarchical Bayesian image analysis:
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@article{bb135103,
        AUTHOR = "Wang, D. and Song, G. and Tan, X.Y.",
        TITLE = "Bayesian denoising hashing for robust image retrieval",
        JOURNAL = PR,
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@article{bb135104,
        AUTHOR = "Gezici, S. and Varshney, P.K.",
        TITLE = "On the Optimality of Likelihood Ratio Test for Prospect Theory-Based
Binary Hypothesis Testing",
        JOURNAL = SPLetters,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131144"}

@article{bb135105,
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        TITLE = "Saliency Integration: An Arbitrator Model",
        JOURNAL = MultMed,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131145"}

@article{bb135106,
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        TITLE = "Class-specific attribute weighted naive Bayes",
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@article{bb135107,
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        TITLE = "Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds",
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@article{bb135108,
        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",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131148"}

@article{bb135109,
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        TITLE = "Bayesian receiver operating characteristic metric for linear
classifiers",
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@article{bb135110,
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@article{bb135111,
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        TITLE = "Bayesian Inference and Uncertainty Quantification for Medical Image
Reconstruction with Poisson Data",
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        TITLE = "MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised
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@inproceedings{bb135117,
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@article{bb135118,
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@article{bb135120,
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@article{bb135121,
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@article{bb135122,
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@article{bb135123,
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@inproceedings{bb135124,
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@inproceedings{bb135125,
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@inproceedings{bb135126,
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@inproceedings{bb135128,
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@inproceedings{bb135129,
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@inproceedings{bb135132,
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        YEAR = "2008",
        PAGES = "II: 170-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131203"}

@article{bb135164,
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        TITLE = "Classifier fusion with interval-valued weights",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "14",
        PAGES = "1623-1629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131204"}

@inproceedings{bb135165,
        AUTHOR = "Burduk, R.",
        TITLE = "Probability Error in Bayes Optimal Classifier with Intuitionistic Fuzzy
Observations",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "359-368",
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@article{bb135166,
        AUTHOR = "Shahriari, B. and Swersky, K. and Wang, Z. and Adams, R.P. and de Freitas, N.",
        TITLE = "Taking the Human Out of the Loop: A Review of Bayesian Optimization",
        JOURNAL = PIEEE,
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "148-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131206"}

@article{bb135167,
        AUTHOR = "Cui, H. and Bai, J.",
        TITLE = "A new hyperparameters optimization method for convolutional neural
networks",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "828-834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131207"}

@article{bb135168,
        AUTHOR = "Tran, N. and Schneider, J.G. and Weber, I. and Qin, A.K.",
        TITLE = "Hyper-parameter optimization in classification: To-do or not-to-do",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131208"}

@article{bb135169,
        AUTHOR = "Ma, X.C. and Blaschko, M.B.",
        TITLE = "Additive Tree-Structured Conditional Parameter Spaces in Bayesian
Optimization: A Novel Covariance Function and a Fast Implementation",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3024-3036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131209"}

@inproceedings{bb135170,
        AUTHOR = "Ma, X.C. and Rannen Triki, A. and Berman, M. and Sagonas, C. and Cali, J. and Blaschko, M.B.",
        TITLE = "A Bayesian Optimization Framework for Neural Network Compression",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "10273-10282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131210"}

@article{bb135171,
        AUTHOR = "Nguyen, D.T. and Kim, H. and Lee, H.J.",
        TITLE = "Layer-Specific Optimization for Mixed Data Flow With Mixed Precision
in FPGA Design for CNN-Based Object Detectors",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2450-2464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131211"}

@article{bb135172,
        AUTHOR = "Sevilla Salcedo, C. and Gomez Verdejo, V. and Olmos, P.M.",
        TITLE = "Sparse semi-supervised heterogeneous interbattery bayesian analysis",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131212"}

@article{bb135173,
        AUTHOR = "Yin, C.R. and Hao, C.P. and Orlando, D. and Hou, C.H.",
        TITLE = "Learning Strategies for the Interference Covariance Structure Based
on a Bayesian Approach",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1182-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131213"}

@article{bb135174,
        AUTHOR = "Xie, J.Y. and Ma, Z.Y. and Lei, J.J. and Zhang, G.Q. and Xue, J.H. and Tan, Z.H. and Guo, J.",
        TITLE = "Advanced Dropout: A Model-Free Methodology for Bayesian Dropout
Optimization",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4605-4625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131214"}

@article{bb135175,
        AUTHOR = "Puerto Santana, C. and Larranaga, P. and Bielza, C.",
        TITLE = "Autoregressive Asymmetric Linear Gaussian Hidden Markov Models",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4642-4658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131215"}

@article{bb135176,
        AUTHOR = "Maskell, S. and Zhou, Y.F. and Mira, A.",
        TITLE = "Control Variates for Constrained Variables",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2333-2337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131216"}

@inproceedings{bb135177,
        AUTHOR = "Balabanov, O. and Mehlig, B. and Linander, H.",
        TITLE = "Bayesian Posterior Approximation With Stochastic Ensembles",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13701-13711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131217"}

@inproceedings{bb135178,
        AUTHOR = "Gu, J. and Zhao, J. and Jiang, X. and Zhang, B. and Liu, J. and Guo, G. and Ji, R.",
        TITLE = "Bayesian Optimized 1-Bit CNNs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4908-4916",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131218"}

@inproceedings{bb135179,
        AUTHOR = "Semage, B.L. and Karimpanal, T.G. and Rana, S. and Venkatesh, S.",
        TITLE = "Fast Model-based Policy Search for Universal Policy Networks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2314-2320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131219"}

@inproceedings{bb135180,
        AUTHOR = "Semage, B.L. and Karimpanal, T.G. and Rana, S. and Venkatesh, S.",
        TITLE = "Uncertainty Aware System Identification with Universal Policies",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2321-2327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131220"}

@inproceedings{bb135181,
        AUTHOR = "Joy, T.T. and Rana, S. and Gupta, S. and Venkatesh, S.",
        TITLE = "Hyperparameter tuning for big data using Bayesian optimisation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2574-2579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131221"}

@inproceedings{bb135182,
        AUTHOR = "Martinez, J. and Little, J.J. and de Freitas, N.",
        TITLE = "Bayesian Optimization with an Empirical Hardness Model for
approximate Nearest Neighbour Search",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "588-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629bayopt2.html#TT131222"}

@article{bb135183,
        AUTHOR = "Seth, S. and Eugster, M.J.A.",
        TITLE = "Archetypal Analysis for Nominal Observations",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
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        MONTH = "May",
        PAGES = "849-861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131223"}

@article{bb135184,
        AUTHOR = "Ni, D. and Ma, H.",
        TITLE = "Fast Classification of Hyperspectral Images Using Globally
Regularized Archetypal Representation With Approximate Solution",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2414-2430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131224"}

@article{bb135185,
        AUTHOR = "Sun, W.W. and Zhang, D. and Xu, Y. and Tian, L. and Yang, G. and Li, W.",
        TITLE = "A Probabilistic Weighted Archetypal Analysis Method with Earth
Mover's Distance for Endmember Extraction from Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131225"}

@article{bb135186,
        AUTHOR = "Sun, W.W. and Yang, G. and Wu, K. and Li, W.Y. and Zhang, D.",
        TITLE = "Pure endmember extraction using robust kernel archetypoid analysis
for hyperspectral imagery",
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        VOLUME = "131",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "147-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131226"}

@article{bb135187,
        AUTHOR = "Keller, S.M. and Samarin, M. and Torres, F.A. and Wieser, M. and Roth, V.",
        TITLE = "Learning Extremal Representations with Deep Archetypal Analysis",
        JOURNAL = IJCV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131227"}

@inproceedings{bb135188,
        AUTHOR = "Keller, S.M. and Samarin, M. and Wieser, M. and Roth, V.",
        TITLE = "Deep Archetypal Analysis",
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131228"}

@inproceedings{bb135189,
        AUTHOR = "Mei, J. and Wang, C.Y. and Zeng, W.J.",
        TITLE = "Online Dictionary Learning for Approximate Archetypal Analysis",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "III: 501-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131229"}

@inproceedings{bb135190,
        AUTHOR = "Fotiadou, E. and Panagakis, Y.F. and Pantic, M.",
        TITLE = "Temporal Archetypal Analysis for Action Segmentation",
        BOOKTITLE = FG17,
        YEAR = "2017",
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@inproceedings{bb135191,
        AUTHOR = "Bauckhage, C. and Manshaei, K.",
        TITLE = "Kernel Archetypal Analysis for Clustering Web Search Frequency Time
Series",
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        YEAR = "2014",
        PAGES = "1544-1549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131231"}

@inproceedings{bb135192,
        AUTHOR = "Chen, Y. and Mairal, J. and Harchaoui, Z.",
        TITLE = "Fast and Robust Archetypal Analysis for Representation Learning",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1478-1485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT131232"}

@inproceedings{bb135193,
        AUTHOR = "Kaufmann, D. and Keller, S. and Roth, V.",
        TITLE = "Copula Archetypal Analysis",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
        PAGES = "117-128",
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@inproceedings{bb135194,
        AUTHOR = "Prabhakaran, S. and Raman, S. and Vogt, J.E. and Roth, V.",
        TITLE = "Automatic Model Selection in Archetype Analysis",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "458-467",
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@inproceedings{bb135195,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
        TITLE = "Adapting Information Theoretic Clustering to Binary Images",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "910-913",
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@inproceedings{bb135196,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
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@inproceedings{bb135197,
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        BOOKTITLE = ICPR10,
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@article{bb135198,
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@article{bb135199,
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A Generalized Convergence Theorem and Characterization of Local Optimality",
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