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Journal of Machine Learning Research, ISSN 1532-4435, 2013, Volume 30, pp. 338 - 353
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2014, Volume 15, pp. 1653 - 1674
The problem of bipartite ranking, where instances are labeled positive or negative and the goal is to learn a scoring function that minimizes the probability... 
Statistical consistency | Proper losses | Bipartite ranking | Area under ROC curve (AUC) | Regret bounds | Strongly proper losses | strongly proper losses | statistical consistency | proper losses | bipartite ranking | area under ROC curve (AUC) | RISK | CLASSIFICATION | regret bounds | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern Analysis and Applications, ISSN 1433-7541, 2/2018, Volume 21, Issue 1, pp. 139 - 166
Journal Article
Journal Article
Machine Learning, ISSN 0885-6125, 12/2010, Volume 81, Issue 3, pp. 333 - 357
Journal Article
IJCAI International Joint Conference on Artificial Intelligence, ISSN 1045-0823, 2016, Volume 2016-, pp. 4050 - 4053
Conference Proceeding
Neural Computation, ISSN 0899-7667, 07/2017, Volume 29, Issue 7, pp. 1919 - 1963
The area under the ROC curve (AUC) is a widely used performance measure in machine learning. Increasingly, however, in several applications, ranging from... 
SELECTION | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Biometrics | Decomposition | Experiments | Optimization | Design optimization | Computational geometry | Cutting | Algebra | Algorithms | Machine learning | Convexity | Combinatorial analysis | Mathematical programming
Journal Article
2008, Lecture Notes in Computer Science, ISBN 3540879862, Volume 5254
The problem of ordinal regression, in which the goal is to learn a rule to predict labels from a discrete but ordered set, has gained considerable attention in... 
Artificial Intelligence (incl. Robotics) | Language Translation and Linguistics | Computer Science | Data Mining and Knowledge Discovery | Computer Appl. in Arts and Humanities
Book Chapter
Journal of Chemical Information and Modeling, ISSN 1549-9596, 05/2010, Volume 50, Issue 5, pp. 716 - 731
Journal Article
Diabetes, ISSN 0012-1797, 06/2019, Volume 68, Issue Supplement 1, p. 840
Background: AYA with T1D encounter many challenges in managing their diabetes, such as uncontrolled glycemic levels, higher probability of complications, and... 
Health care | Adolescence | Young adults | Diabetes mellitus | Health services utilization | Childrens health | Teenagers | Diabetes | Hypoglycemia | Patients
Journal Article
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), ISSN 1551-6857, 08/2016, Volume 12, Issue 4, pp. 1 - 24
Journal Article
Cellular Microbiology, ISSN 1462-5814, 10/2015, Volume 17, Issue 10, pp. 1494 - 1509
  Summary The multifunctional-autoprocessing repeats-in-toxin (MARTXVv) toxin that harbours a varied repertoire of effector domains is the primary virulence... 
Pathogens
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2012, Volume 22, pp. 933 - 941
Journal Article
Molecular Microbiology, ISSN 0950-382X, 02/2015, Volume 95, Issue 4, pp. 590 - 604
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 01/2009, Volume 10, pp. 441 - 474
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently... 
Algorithmic stability | Generalization bounds | Ranking | algorithmic stability | generalization bounds | ranking | RULES | LEARNING-THEORY | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
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