Concepedia

Machine Un-learning: An Overview of Techniques, Applications, and Future Directions

Siva Sai, Uday Mittal, Vinay Chamola, Kaizhu Huang, Indro Spinelli, Simone Scardapane, Zhiyuan Tan, Amir Hussain

Cognitive Computation · 2023 · 12 citations · 57 references

Concepts

ComputingComputer ScienceArtificial IntelligenceKnowledge RepresentationMachine LearningData PreprocessingDeep LearningNeural NetworksRepresentation LearningSupervised LearningUnsupervised LearningClassical Machine LearningFeature LearningMachine Learning ClassificationSemi-supervised ModelsUnsupervised Feature Learning

References

57

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

Reinforcement Learning: A Survey

Leslie Pack Kaelbling, Michael L. Littman, Andrew Moore · Journal of Artificial Intelligence Research · 1996 · 8.8K citations · Full text

Business, Computer Science, Artificial Intelligence +15

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

Computing, Computer Science, Data Science +13

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Colin Raffel, Noam Shazeer, Adam P. Roberts et al. · arXiv (Cornell University) · 2019 · 3.7K citations · Full text

Computing, Computer Science, Computational Linguistics +14