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ICML
2008
IEEE
16 years 5 months ago
Closed-form supervised dimensionality reduction with generalized linear models
Irina Rish, Genady Grabarnik, Guillermo Cecchi, Fr...
ICML
2008
IEEE
16 years 5 months ago
Extracting and composing robust features with denoising autoencoders
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
ICML
2006
IEEE
16 years 5 months ago
Trading convexity for scalability
Fabian H. Sinz, Jason Weston, Léon Bottou, ...
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ICML
2006
IEEE
16 years 5 months ago
Ranking individuals by group comparisons
Tzu-Kuo Huang, Chih-Jen Lin, Ruby C. Weng