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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 02/2016, Volume 38, Issue 2, pp. 363 - 375
Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 04/2016, Volume 63, Issue 4, pp. 822 - 832
Journal Article
Pattern Recognition, ISSN 0031-3203, 2012, Volume 45, Issue 1, pp. 104 - 118
In this paper we address the problem of robust face recognition by formulating the pattern recognition task as a problem of robust estimation. Using a... 
Robust estimation | Robust face recognition | Random pixel contamination | IMAGE | REPRESENTATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Biometry | Algorithms | Face recognition | Noise | Images | Regression | Illumination | Pattern recognition | Invariants
Journal Article
Information Sciences, ISSN 0020-0255, 2011, Volume 181, Issue 19, pp. 4154 - 4174
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 07/2010, Volume 56, Issue 7, pp. 3561 - 3574
Journal Article
Journal Article
Statistics in Medicine, ISSN 0277-6715, 10/2019, Volume 38, Issue 23, pp. 4749 - 4760
Epidemiologic research often aims to estimate the association between a binary exposure and a binary outcome, while adjusting for a set of covariates (eg,... 
conditional maximum likelihood | doubly robust estimation | conditional logistic regression | MEDICINE, RESEARCH & EXPERIMENTAL | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | MEDICAL INFORMATICS | CAUSAL INFERENCE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 2004, Volume 91, Issue 1, pp. 74 - 89
Journal Article
by She, Y and Chen, K
Biometrika, ISSN 0006-3444, 09/2017, Volume 104, Issue 3, pp. 633 - 647
In high-dimensional multivariate regression problems, enforcing low rank in the coefficient matrix offers effective dimension reduction, which greatly... 
Robust estimation | Non-asymptotic analysis | Sparsity | Low-rank matrix approximation | CONVEX RELAXATION | ALGORITHM | STATISTICS & PROBABILITY | GENERALIZED LINEAR-MODELS | VARIABLE SELECTION | NUCLEAR-NORM PENALIZATION | OPTIMAL RATES | ESTIMATORS | MATRICES | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 09/2017, Volume 113, pp. 441 - 456
Sliced Inverse Regression (SIR) has been extensively used to reduce the dimension of the predictor space before performing regression. SIR is originally a... 
Outliers | Dimension reduction | Robust estimation | Inverse regression | Generalized Student distribution | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | STATISTICS & PROBABILITY | Analysis | Algorithms | Statistics | Mathematics
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 06/2011, Volume 106, Issue 494, pp. 626 - 639
Journal Article
Psychological Methods, ISSN 1082-989X, 09/2015, Volume 20, Issue 3, pp. 375 - 393
Although primary studies often report multiple outcomes, the covariances between these outcomes are rarely reported. This leads to difficulties when combining... 
Robust statistics | Dependent | Effect size | Meta-analysis | meta-analysis | PSYCHOLOGY, MULTIDISCIPLINARY | METAANALYSIS | effect size | dependent | robust statistics | Regression Analysis | Data Interpretation, Statistical | Meta-Analysis as Topic | Humans
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 04/2016, Volume 64, Issue 7, pp. 1714 - 1728
Journal Article