Concepedia

Learning from Positive and Unlabeled Data with a Selection Bias

Masahiro Kato, Takeshi Teshima, Junya Honda

International Conference on Learning Representations · 2018 · 46 citations · 13 references

Concepts

ComputingComputer ScienceData MiningMachine LearningNatural Language ProcessingBias-variance TradeoffRepresentation LearningSelection BiasSemi-supervised LearningSupervised LearningUnsupervised LearningModel Selection BiasPositive-unlabeled LearningSelection Bias AnalysisSemi-supervised ModelsUnlabeled Learning

References

13

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003

Brigitte Boeckmann · Nucleic Acids Research · 2003 · 4K citations · Full text

Life Sciences, Biochemistry, Bioinformatics +7

Learning classifiers from only positive and unlabeled data

Charles Elkan, Keith Noto · 2008 · 1K citations

Computing, Computer Science, Algorithms +7

A Least-squares Approach to Direct Importance Estimation

Takafumi Kanamori, Shohei Hido, Masashi Sugiyama · 2009 · 360 citations

Computing, Computer Science, Data Analytics +12

Collaborative prediction and ranking with non-random missing data

Benjamin M. Marlin, Richard S. Zemel · 2009 · 318 citations

Computing, Information Systems, Recommender Systems +14