@article{bb140200,
AUTHOR = "Camastra, F. and Vinciarelli, A.",
TITLE = "Estimating the Intrinsic Dimension of Data with a Fractal-Based Method",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "10",
MONTH = "October",
PAGES = "1404-1407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136162"}
@article{bb140201,
AUTHOR = "Camastra, F.",
TITLE = "Data dimensionality estimation methods: a survey",
JOURNAL = PR,
VOLUME = "36",
YEAR = "2003",
NUMBER = "12",
MONTH = "December",
PAGES = "2945-2954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136163"}
@article{bb140202,
AUTHOR = "Fan, M.Y. and Qiao, H. and Zhang, B.",
TITLE = "Intrinsic dimension estimation of manifolds by incising balls",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "5",
MONTH = "May",
PAGES = "780-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136164"}
@article{bb140203,
AUTHOR = "Fan, M.Y. and Gu, N.N. and Qiao, H. and Zhang, B.",
TITLE = "Sparse regularization for semi-supervised classification",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "8",
MONTH = "August",
PAGES = "1777-1784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136165"}
@article{bb140204,
AUTHOR = "Xie, L.X. and Tian, Q. and Wang, M. and Zhang, B.",
TITLE = "Spatial Pooling of Heterogeneous Features for Image Classification",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "1994-2008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136166"}
@article{bb140205,
AUTHOR = "Xie, L.X. and Tian, Q. and Zhang, B.",
TITLE = "Simple Techniques Make Sense: Feature Pooling and Normalization for
Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "26",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "1251-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136167"}
@article{bb140206,
AUTHOR = "Felsberg, M. and Kalkan, S. and Kruger, N.",
TITLE = "Continuous dimensionality characterization of image structures",
JOURNAL = IVC,
VOLUME = "27",
YEAR = "2009",
NUMBER = "6",
MONTH = "May",
PAGES = "628-636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136168"}
@article{bb140207,
AUTHOR = "Bouveyron, C. and Celeux, G. and Girard, S.C.",
TITLE = "Intrinsic dimension estimation by maximum likelihood in isotropic
probabilistic PCA",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "14",
MONTH = "October",
PAGES = "1706-1713",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136169"}
@article{bb140208,
AUTHOR = "Ceruti, C. and Bassis, S. and Rozza, A. and Lombardi, G. and Casiraghi, E. and Campadelli, P.",
TITLE = "DANCo: An intrinsic dimensionality estimator exploiting angle and
norm concentration",
JOURNAL = PR,
VOLUME = "47",
YEAR = "2014",
NUMBER = "8",
PAGES = "2569-2581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136170"}
@inproceedings{bb140209,
AUTHOR = "Rozza, A. and Lombardi, G. and Rosa, M. and Casiraghi, E. and Campadelli, P.",
TITLE = "IDEA: Intrinsic Dimension Estimation Algorithm",
BOOKTITLE = CIAP11,
YEAR = "2011",
PAGES = "I: 433-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136171"}
@article{bb140210,
AUTHOR = "Golay, J. and Kanevski, M.",
TITLE = "A new estimator of intrinsic dimension based on the multipoint
Morisita index",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "12",
PAGES = "4070-4081",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136172"}
@article{bb140211,
AUTHOR = "Liu, Y.L. and Zhang, Y.M. and Zhang, X.Y. and Liu, C.L.",
TITLE = "Adaptive spatial pooling for image classification",
JOURNAL = PR,
VOLUME = "55",
YEAR = "2016",
NUMBER = "1",
PAGES = "58-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136173"}
@inproceedings{bb140212,
AUTHOR = "Romano, S. and Chelly, O. and Nguyen, V. and Bailey, J. and Houle, M.E.",
TITLE = "Measuring dependency via intrinsic dimensionality",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1207-1212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT136174"}
@article{bb140213,
AUTHOR = "Panahi, A. and Viberg, M.",
TITLE = "Fast Candidate Points Selection in the LASSO Path",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "2",
MONTH = "February",
PAGES = "79-82",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136175"}
@article{bb140214,
AUTHOR = "Xiang, Z.J. and Ramadge, P.J.",
TITLE = "Edge-Preserving Image Regularization Based on Morphological Wavelets
and Dyadic Trees",
JOURNAL = IP,
VOLUME = "21",
YEAR = "2012",
NUMBER = "4",
MONTH = "April",
PAGES = "1548-1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136176"}
@inproceedings{bb140215,
AUTHOR = "Xiang, Z.J. and Ramadge, P.J.",
TITLE = "Morphological wavelet transform with adaptive dyadic structures",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "1677-1680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136177"}
@article{bb140216,
AUTHOR = "Duan, J. and Soussen, C. and Brie, D. and Idier, J. and Wang, Y.P.",
TITLE = "On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "12",
MONTH = "December",
PAGES = "894-897",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136178"}
@article{bb140217,
AUTHOR = "Jamil, T. and ter Braak, C.J.F.",
TITLE = "Selection properties of type II maximum likelihood (empirical Bayes) in
linear models with individual variance components for predictors",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "9",
MONTH = "July",
PAGES = "1205-1212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136179"}
@article{bb140218,
AUTHOR = "Jung, A. and Hannak, G. and Goertz, N.",
TITLE = "Graphical LASSO based Model Selection for Time Series",
JOURNAL = SPLetters,
VOLUME = "22",
YEAR = "2015",
NUMBER = "10",
MONTH = "October",
PAGES = "1781-1785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136180"}
@article{bb140219,
AUTHOR = "Zhou, Y. and Han, J.H. and Yuan, X.H. and Wei, Z.C. and Hong, R.C.",
TITLE = "Inverse Sparse Group Lasso Model for Robust Object Tracking",
JOURNAL = MultMed,
VOLUME = "19",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "1798-1810",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136181"}
@article{bb140220,
AUTHOR = "Liu, Q. and Ma, X. and Ou, W.H. and Zhou, Q.",
TITLE = "Visual Object Tracking with Online Sample Selection Via LASSO
Regularization",
JOURNAL = SIViP,
VOLUME = "11",
YEAR = "2017",
NUMBER = "5",
MONTH = "July",
PAGES = "881-888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136182"}
@article{bb140221,
AUTHOR = "Xiang, Z.J. and Wang, Y. and Ramadge, P.J.",
TITLE = "Screening Tests for LASSO Problems",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "1008-1027",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136183"}
@article{bb140222,
AUTHOR = "Yuan, L. and Liu, J. and Ye, J.P.",
TITLE = "Efficient Methods for Overlapping Group LASSO",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "9",
PAGES = "2104-2116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136184"}
@article{bb140223,
AUTHOR = "Wang, J. and Fan, W. and Ye, J.",
TITLE = "Fused LASSO Screening Rules via the Monotonicity of Subdifferentials",
JOURNAL = PAMI,
VOLUME = "37",
YEAR = "2015",
NUMBER = "9",
MONTH = "September",
PAGES = "1806-1820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136185"}
@article{bb140224,
AUTHOR = "Zhao, L. and Hu, Q. and Wang, W.",
TITLE = "Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks
and Sparse Group LASSO",
JOURNAL = MultMed,
VOLUME = "17",
YEAR = "2015",
NUMBER = "11",
MONTH = "November",
PAGES = "1936-1948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136186"}
@article{bb140225,
AUTHOR = "Souly, N. and Shah, M.A.",
TITLE = "Visual Saliency Detection Using Group Lasso Regularization in Videos of
Natural Scenes",
JOURNAL = IJCV,
VOLUME = "117",
YEAR = "2016",
NUMBER = "1",
MONTH = "March",
PAGES = "93-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136187"}
@article{bb140226,
AUTHOR = "Shen, X.Y. and Chen, L. and Gu, Y.T. and So, H.C.",
TITLE = "Square-Root Lasso With Nonconvex Regularization: An ADMM Approach",
JOURNAL = SPLetters,
VOLUME = "23",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "934-938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136188"}
@article{bb140227,
AUTHOR = "Painsky, A. and Rosset, S.",
TITLE = "Isotonic Modeling with Non-Differentiable Loss Functions with
Application to Lasso Regularization",
JOURNAL = PAMI,
VOLUME = "38",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "308-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136189"}
@article{bb140228,
AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
TITLE = "Face recognition using discriminant locality preserving projections
based on maximum margin criterion",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "3572-3579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136190"}
@article{bb140229,
AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
TITLE = "Face recognition using regularised generalised discriminant locality
preserving projections",
JOURNAL = IET-CV,
VOLUME = "5",
YEAR = "2011",
NUMBER = "2",
PAGES = "107-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136191"}
@article{bb140230,
AUTHOR = "Lu, G.F. and Tang, G. and Zou, J.",
TITLE = "Spare L1-norm-based maximum margin criterion",
JOURNAL = JVCIR,
VOLUME = "38",
YEAR = "2016",
NUMBER = "1",
PAGES = "11-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136192"}
@article{bb140231,
AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y.",
TITLE = "L1-norm and maximum margin criterion based discriminant locality
preserving projections via trace Lasso",
JOURNAL = PR,
VOLUME = "55",
YEAR = "2016",
NUMBER = "1",
PAGES = "207-214",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136193"}
@article{bb140232,
AUTHOR = "Zhang, Z.H. and Tian, Y.Y. and Bai, L. and Xiahou, J.B. and Hancock, E.R.",
TITLE = "High-order covariate interacted Lasso for feature selection",
JOURNAL = PRL,
VOLUME = "87",
YEAR = "2017",
NUMBER = "1",
PAGES = "139-146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136194"}
@article{bb140233,
AUTHOR = "Ma, X. and Liu, Q. and Ou, W.H. and Zhou, Q.",
TITLE = "Visual object tracking via coefficients constrained exclusive group
LASSO",
JOURNAL = MVA,
VOLUME = "29",
YEAR = "2018",
NUMBER = "5",
MONTH = "July",
PAGES = "749-763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136195"}
@article{bb140234,
AUTHOR = "Xiong, H. and Kong, D.",
TITLE = "Elastic nonnegative matrix factorization",
JOURNAL = PR,
VOLUME = "90",
YEAR = "2019",
PAGES = "464-475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136196"}
@article{bb140235,
AUTHOR = "Guo, C.G. and Chen, D.Y. and Huang, Z.Q.",
TITLE = "Real-Time Sparse Visual Tracking Using Circulant Reverse LASSO Model",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "175-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136197"}
@article{bb140236,
AUTHOR = "Duan, J.B. and Idier, J. and Wang, Y.P. and Wan, M.X.",
TITLE = "A Joint Least Squares and Least Absolute Deviation Model",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "543-547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136198"}
@article{bb140237,
AUTHOR = "Dong, Y. and Yang, X. and Zhao, X. and Li, J.",
TITLE = "Bidirectional Convolutional Recurrent Sparse Network (BCRSN):
An Efficient Model for Music Emotion Recognition",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "3150-3163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136199"}
@article{bb140238,
AUTHOR = "Moghimi, B. and Safikhani, A. and Kamga, C. and Hao, W. and Ma, J.",
TITLE = "Short-Term Prediction of Signal Cycle on an Arterial With
Actuated-Uncoordinated Control Using Sparse Time Series Models",
JOURNAL = ITS,
VOLUME = "20",
YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "2976-2985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136200"}
@article{bb140239,
AUTHOR = "Liu, C. and Zheng, C.T. and Qian, S. and Wu, S. and Wong, H.S.",
TITLE = "Encoding sparse and competitive structures among tasks in multi-task
learning",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "689-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136201"}
@article{bb140240,
AUTHOR = "Seghouane, A.K. and Shokouhi, N. and Koch, I.",
TITLE = "Sparse Principal Component Analysis With Preserved Sparsity Pattern",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "3274-3285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136202"}
@article{bb140241,
AUTHOR = "Abdolali, M. and Rahmati, M.",
TITLE = "Robust subspace clustering for image data using clean dictionary
estimation and group lasso based matrix completion",
JOURNAL = JVCIR,
VOLUME = "61",
YEAR = "2019",
PAGES = "303-314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136203"}
@article{bb140242,
AUTHOR = "Zhang, M.",
TITLE = "Forward-stagewise clustering: An algorithm for convex clustering",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "283-289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136204"}
@article{bb140243,
AUTHOR = "Zheng, S. and Ding, C.",
TITLE = "A group lasso based sparse KNN classifier",
JOURNAL = PRL,
VOLUME = "131",
YEAR = "2020",
PAGES = "227-233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136205"}
@article{bb140244,
AUTHOR = "Cui, L.X. and Bai, L. and Wang, Y. and Yu, P.S. and Hancock, E.R.",
TITLE = "Fused lasso for feature selection using structural information",
JOURNAL = PR,
VOLUME = "119",
YEAR = "2021",
PAGES = "108058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136206"}
@article{bb140245,
AUTHOR = "Lee, S. and Gornitz, N. and Xing, E.P. and Heckerman, D. and Lippert, C.",
TITLE = "Ensembles of Lasso Screening Rules",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2841-2852",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136207"}
@article{bb140246,
AUTHOR = "Bento, J. and Furmaniak, R. and Ray, S.",
TITLE = "On the Complexity of the Weighted Fused Lasso",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "10",
MONTH = "October",
PAGES = "1595-1599",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136208"}
@article{bb140247,
AUTHOR = "Fosson, S.M.",
TITLE = "A Biconvex Analysis for Lasso L_1 Reweighting",
JOURNAL = SPLetters,
VOLUME = "25",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "1795-1799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136209"}
@article{bb140248,
AUTHOR = "Ren, S.G. and Huang, S.A. and Ye, J.P. and Qian, X.N.",
TITLE = "Safe Feature Screening for Generalized LASSO",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2992-3006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136210"}
@article{bb140249,
AUTHOR = "Jung, A.",
TITLE = "On the Duality Between Network Flows and Network Lasso",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "940-944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136211"}
@article{bb140250,
AUTHOR = "Wang, X. and Benesty, J. and Chen, J. and Cohen, I.",
TITLE = "Beamforming With Small-Spacing Microphone Arrays Using
Constrained/Generalized LASSO",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "356-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136212"}
@article{bb140251,
AUTHOR = "Li, D. and Cui, F. and Wang, A. and Li, Y. and Wu, J. and Qiao, Y.",
TITLE = "Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared
Remote Sensing Spectroscopy and the LASSO Method",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8649-8664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136213"}
@article{bb140252,
AUTHOR = "Mao, R.Y. and Chen, Z.Y. and Hu, G.B.",
TITLE = "Robust temporal low-rank representation for traffic data recovery via
fused LASSO",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "2",
PAGES = "175-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136214"}
@article{bb140253,
AUTHOR = "Jung, A. and Sarcheshmeh Pour, Y.",
TITLE = "Local Graph Clustering With Network Lasso",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "106-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136215"}
@article{bb140254,
AUTHOR = "Jarret, A. and Fageot, J. and Simeoni, M.",
TITLE = "A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "637-641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136216"}
@article{bb140255,
AUTHOR = "Masuda, R. and Inoue, R.",
TITLE = "Point Event Cluster Detection via the Bayesian Generalized Fused
Lasso",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136217"}
@article{bb140256,
AUTHOR = "Shang, P. and Kong, L.C. and Liu, D.",
TITLE = "A Safe Feature Screening Rule for Rank Lasso",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1062-1066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136218"}
@article{bb140257,
AUTHOR = "Gao, R. and Sarkka, S. and Claveria Vega, R. and Godsill, S.",
TITLE = "Autonomous Tracking and State Estimation With Generalized Group Lasso",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "12056-12070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136219"}
@article{bb140258,
AUTHOR = "Yang, M.S. and Benjamin, J.B.M.",
TITLE = "Sparse possibilistic c-means clustering with Lasso",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136220"}
@article{bb140259,
AUTHOR = "Jiang, B. and Wang, B.B. and Chen, S. and Tang, J. and Luo, B.",
TITLE = "Graph Neural Network Meets Sparse Representation: Graph Sparse Neural
Networks via Exclusive Group Lasso",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12692-12698",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136221"}
@article{bb140260,
AUTHOR = "Zhang, M. and Wang, Y.M. and Chen, H.Y. and Li, T. and Liu, S. and Gu, X.F. and Xu, X.Y.",
TITLE = "Design of a differentiable L-1 norm for pattern recognition and
machine learning",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "126-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136222"}
@article{bb140261,
AUTHOR = "Wang, J.K. and Fei, L. and Sun, L.",
TITLE = "Multi-level network Lasso for multi-task personalized learning",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136223"}
@article{bb140262,
AUTHOR = "Shen, X. and Tu, J.Y. and Wang, F.",
TITLE = "Causal Rank Lasso for Single Index Model",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1061-1065",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136224"}
@article{bb140263,
AUTHOR = "Kuang, Y.X. and Wang, H.B.",
TITLE = "Weighted structured lasso in high-dimensional logistic regression for
binary classification data",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136225"}
@inproceedings{bb140264,
AUTHOR = "Guo, S. and Zhang, L. and Zheng, X. and Wang, Y. and Li, Y.C. and Chao, F. and Wu, C.L. and Zhang, S.C. and Ji, R.R.",
TITLE = "Automatic Network Pruning via Hilbert-Schmidt Independence Criterion
Lasso under Information Bottleneck Principle",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17412-17423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136226"}
@inproceedings{bb140265,
AUTHOR = "Tsiligkaridis, T. and Roberts, J.",
TITLE = "Understanding and Increasing Efficiency of Frank-Wolfe Adversarial
Training",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "50-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136227"}
@inproceedings{bb140266,
AUTHOR = "Wang, J.Y. and Zhang, X.L.",
TITLE = "Deep Topic Modeling by Multilayer Bootstrap Network and Lasso",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2470-2475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136228"}
@inproceedings{bb140267,
AUTHOR = "Seghouane, A.K. and Qadar, M.A.",
TITLE = "Sparsity Preserved Canonical Correlation Analysis",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "31-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136229"}
@inproceedings{bb140268,
AUTHOR = "Oyedotun, O.K. and Aouada, D. and Ottersten, B.",
TITLE = "Structured Compression of Deep Neural Networks with Debiased Elastic
Group LASSO",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2266-2275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136230"}
@inproceedings{bb140269,
AUTHOR = "Alshawaqfeh, M. and Al Kawam, A. and Serpedin, E.",
TITLE = "Robust Fussed Lasso Model for Recurrent Copy Number Variation
Detection",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3772-3777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136231"}
@inproceedings{bb140270,
AUTHOR = "Tan, H.L. and Xiao, H.X. and Liu, Y. and Zhang, M.J. and Wang, B.",
TITLE = "LASSO approximation and application to image super-resolution with
CUDA acceleration",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "483-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136232"}
@inproceedings{bb140271,
AUTHOR = "Bibi, A. and Itani, H. and Ghanem, B.",
TITLE = "FFTLasso: Large-Scale LASSO in the Fourier Domain",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4371-4380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136233"}
@inproceedings{bb140272,
AUTHOR = "Aliquintuy, M. and Frandi, E. and Nanculef, R. and Suykens, J.A.K.",
TITLE = "Efficient Sparse Approximation of Support Vector Machines Solving a
Kernel Lasso",
BOOKTITLE = CIARP16,
YEAR = "2016",
PAGES = "208-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136234"}
@inproceedings{bb140273,
AUTHOR = "Li, Q. and Qiao, M.Y. and Bian, W. and Tao, D.C.",
TITLE = "Conditional Graphical Lasso for Multi-label Image Classification",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2977-2986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136235"}
@inproceedings{bb140274,
AUTHOR = "Xin, B. and Tian, Y. and Wang, Y.Z. and Gao, W.",
TITLE = "Background Subtraction via generalized fused LASSO foreground
modeling",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4676-4684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136236"}
@inproceedings{bb140275,
AUTHOR = "Zhao, K. and Zhang, H.G. and Guo, J.",
TITLE = "An adaptive group LASSO based multi-label regression approach for
facial expression analysis",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1435-1439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136237"}
@inproceedings{bb140276,
AUTHOR = "Zhao, K. and Zhang, H.G. and Dong, M.Z. and Guo, J. and Qi, Y.G. and Song, Y.Z.",
TITLE = "A multi-label classification approach for Facial Expression
Recognition",
BOOKTITLE = VCIP13,
YEAR = "2013",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136238"}
@inproceedings{bb140277,
AUTHOR = "Nafornita, C. and Isar, A. and Nelson, J.D.B.",
TITLE = "Regularised, semi-local hurst estimation via generalised lasso and
dual-tree complex wavelets",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "2689-2693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136239"}
@inproceedings{bb140278,
AUTHOR = "Hung, T.Y. and Lu, J.W. and Tan, Y.P. and Gao, S.H.",
TITLE = "Efficient Sparsity Estimation via Marginal-Lasso Coding",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "IV: 578-592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136240"}
@inproceedings{bb140279,
AUTHOR = "Zini, L. and Odone, F.",
TITLE = "Efficient pedestrian detection with group lasso",
BOOKTITLE = VS11,
YEAR = "2011",
PAGES = "1777-1784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136241"}
@inproceedings{bb140280,
AUTHOR = "Vogt, J.E. and Roth, V.",
TITLE = "The Group-Lasso: L1,inf Regularization versus L1,2 Regularization",
BOOKTITLE = DAGM10,
YEAR = "2010",
PAGES = "252-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136242"}
@inproceedings{bb140281,
AUTHOR = "Wang, J. and Su, G.D. and Chen, J.S. and Moon, Y.S.",
TITLE = "CPGL: A classification method combining PCA and the Group Lasso method",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "4529-4532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT136243"}
@article{bb140282,
AUTHOR = "Roweis, S.T. and Saul, L.K.",
TITLE = "Nonlinear Dimensionality Reduction by Locally Linear Embedding",
JOURNAL = Science,
VOLUME = "290",
YEAR = "2000",
NUMBER = "5500",
MONTH = "December",
PAGES = "2323-2326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136244"}
@article{bb140283,
AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
TITLE = "Incremental locally linear embedding",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "10",
MONTH = "October",
PAGES = "1764-1767",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136245"}
@inproceedings{bb140284,
AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
TITLE = "Incremental Locally Linear Embedding Algorithm",
BOOKTITLE = SCIA05,
YEAR = "2005",
PAGES = "521-530",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136246"}
@inproceedings{bb140285,
AUTHOR = "Hadid, A. and Kouropteva, O. and Pietikanen, M.",
TITLE = "Unsupervised Learning Using Locally Linear Embedding:
Experiments with Face Pose Analysis",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "I: 111-114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136247"}
@article{bb140286,
AUTHOR = "Chang, H. and Yeung, D.Y.",
TITLE = "Robust locally linear embedding",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "1053-1065",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136248"}
@article{bb140287,
AUTHOR = "Pan, Y.Z. and Ge, S.Z.S. and Al Mamun, A.",
TITLE = "Weighted locally linear embedding for dimension reduction",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "5",
MONTH = "May",
PAGES = "798-811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136249"}
@article{bb140288,
AUTHOR = "Zhang, T. and Huang, K. and Li, X. and Yang, J. and Tao, D.",
TITLE = "Discriminative Orthogonal Neighborhood-Preserving Projections for
Classification",
JOURNAL = SMC-B,
VOLUME = "40",
YEAR = "2010",
NUMBER = "1",
MONTH = "February",
PAGES = "253-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136250"}
@article{bb140289,
AUTHOR = "Ge, S.Z.S. and Guan, F. and Pan, Y.Z. and Loh, A.P.",
TITLE = "Neighborhood linear embedding for intrinsic structure discovery",
JOURNAL = MVA,
VOLUME = "21",
YEAR = "2010",
NUMBER = "3",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136251"}
@article{bb140290,
AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Jiao, Y.Y.",
TITLE = "Stable local dimensionality reduction approaches",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "9",
MONTH = "September",
PAGES = "2054-2066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136252"}
@article{bb140291,
AUTHOR = "Lewandowski, M. and Makris, D. and Nebel, J.C.",
TITLE = "Automatic configuration of spectral dimensionality reduction methods",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "12",
MONTH = "September",
PAGES = "1720-1727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136253"}
@article{bb140292,
AUTHOR = "Wang, J. and Zhang, Z.Y.",
TITLE = "Nonlinear embedding preserving multiple local-linearities",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1257-1268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136254"}
@article{bb140293,
AUTHOR = "Jain, N. and Verma, S. and Kumar, M.",
TITLE = "Low cost localization using Nyström extended locally linear embedding",
JOURNAL = PRL,
VOLUME = "110",
YEAR = "2018",
PAGES = "30-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136255"}
@article{bb140294,
AUTHOR = "Alipanahi, B. and Ghodsi, A.",
TITLE = "Guided Locally Linear Embedding",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "7",
MONTH = "May",
PAGES = "1029-1035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136256"}
@article{bb140295,
AUTHOR = "Wang, R.P. and Shan, S.G. and Chen, X.L. and Chen, J. and Gao, W.",
TITLE = "Maximal Linear Embedding for Dimensionality Reduction",
JOURNAL = PAMI,
VOLUME = "33",
YEAR = "2011",
NUMBER = "9",
MONTH = "September",
PAGES = "1776-1792",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136257"}
@article{bb140296,
AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
TITLE = "Deep-Learning Systems for Domain Adaptation in Computer Vision:
Learning Transferable Feature Representations",
JOURNAL = SPMag,
VOLUME = "34",
YEAR = "2017",
NUMBER = "6",
MONTH = "November",
PAGES = "117-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136258"}
@inproceedings{bb140297,
AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
TITLE = "Nonlinear Embedding Transform for Unsupervised Domain Adaptation",
BOOKTITLE = TASKCV16,
YEAR = "2016",
PAGES = "III: 451-457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136259"}
@article{bb140298,
AUTHOR = "Sun, W.W. and Yang, G. and Du, B. and Zhang, L.F. and Zhang, L.P.",
TITLE = "A Sparse and Low-Rank Near-Isometric Linear Embedding Method for
Feature Extraction in Hyperspectral Imagery Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "4032-4046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136260"}
@article{bb140299,
AUTHOR = "Jorge, J. and Paredes, R.",
TITLE = "Passive-Aggressive online learning with nonlinear embeddings",
JOURNAL = PR,
VOLUME = "79",
YEAR = "2018",
PAGES = "162-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT136261"}
Last update:Aug 19, 2026 at 13:26:35