semi_supervised_learning
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| - | ====== Semi-Supervised Learning ====== | + | {{keywords>Semi-Supervised Learning}} |
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| + | <title classes #id> | ||
| + | Semi-Supervised Learning | ||
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| ===== Recommended Reading ===== | ===== Recommended Reading ===== | ||
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| * [[http://papers.nips.cc/paper/6333-regularization-with-stochastic-transformations-and-perturbations-for-deep-semi-supervised-learning.pdf|Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning]] by Mehdi Sajjadi, Mehran Javanmardi and Tolga Tasdizen (2016) | * [[http://papers.nips.cc/paper/6333-regularization-with-stochastic-transformations-and-perturbations-for-deep-semi-supervised-learning.pdf|Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning]] by Mehdi Sajjadi, Mehran Javanmardi and Tolga Tasdizen (2016) | ||
| * [[http://openaccess.thecvf.com/content_cvpr_2017/papers/Abbasnejad_Infinite_Variational_Autoencoder_CVPR_2017_paper.pdf|Infinite Variational Autoencoder for Semi-Supervised Learning]] by Ehsan Abbasnejad and Anthony Dick (2016) | * [[http://openaccess.thecvf.com/content_cvpr_2017/papers/Abbasnejad_Infinite_Variational_Autoencoder_CVPR_2017_paper.pdf|Infinite Variational Autoencoder for Semi-Supervised Learning]] by Ehsan Abbasnejad and Anthony Dick (2016) | ||
| + | * [[https://papers.nips.cc/paper/1582-semi-supervised-support-vector-machines.pdf|Semi-Supervised Support Vector Machines ]] by Kristin Bennett and Ayhan Demiriz (1999) | ||
| * [[https://wiseodd.github.io/techblog/2016/12/03/autoencoders/|Many flavors of Autoencoder]] by Agustinus Kristiadi (2016) | * [[https://wiseodd.github.io/techblog/2016/12/03/autoencoders/|Many flavors of Autoencoder]] by Agustinus Kristiadi (2016) | ||
| - | * [[http://neuralnetworksanddeeplearning.com/chap6.html|Deep learning]] by Michael Nielsen | ||
| ===== Tutorials ===== | ===== Tutorials ===== | ||
| * [[https://blog.keras.io/building-autoencoders-in-keras.html|Building Autoencoders in Keras]] by Francois Chollet (2016) | * [[https://blog.keras.io/building-autoencoders-in-keras.html|Building Autoencoders in Keras]] by Francois Chollet (2016) | ||
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