Discussions - Unsupervised Learning

Papers

Unsupervised Learning

• AutoEncoders [C]
• Olsahausen and Field. Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by V1? PDF
• Restricted Boltzmann Machines [C]
• Hinton, G. E., Osindero, S. and Teh, Y. (2006)
  A fast learning algorithm for deep belief nets. PDF
• R-CNN [X]
• Q. Le, M. Ranzato, R. Monga, M. Devin, K. Chen, G. Corrado, J. Dean, and A. Ng. Building high-level features using large scale unsupervised learning. In Proc. ICML, 2012. [PDF]