Deep Learning

@article{Goodfellow2015DeepL,
  title={Deep Learning},
  author={I. Goodfellow and Yoshua Bengio and Aaron C. Courville},
  journal={Nature},
  year={2015},
  volume={521},
  pages={436-444}
}
Machine-learning technology powers many aspects of modern society: from web searches to content filtering on social networks to recommendations on e-commerce websites, and it is increasingly present in consumer products such as cameras and smartphones. [...] Key Method Representation learning is a set of methods that allows a machine to be fed with raw data and to automatically discover the representations needed for detection or classification.Expand

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References

SHOWING 1-10 OF 931 REFERENCES
Measuring Invariances in Deep Networks
Machine learning - a probabilistic perspective
  • K. Murphy
  • Computer Science
  • Adaptive computation and machine learning series
  • 2012
Zero-Shot Learning Through Cross-Modal Transfer
Building high-level features using large scale unsupervised learning
...
1
2
3
4
5
...