Ilya Sutskever's Publications

• Deep Narrow Sigmoid Belief Networks are Universal Approximators,
  Ilya Sutskever and Geoffrey E. Hinton, Neural Computation, to appear.
  
  • Technical report version: UTML TR 2007-002, November, 2007. [ps, pdf]
• Visualizing Similarity Data with a Mixture of Maps,
  James Cook, Ilya Sutskever, Andriy Mnih, and Geoffrey Hinton, AISTATS 2007. [ps, pdf]
• Learning Multilevel Distributed Representations for High-Dimensional Sequences,
  Ilya Sutskever and Geoffrey Hinton, AISTATS 2007. [ps, pdf, videos, code]
  
  • Technical Report version: UTML TR 2006-003, October, 2006. [ps, pdf]

Thesis

• Nonlinear Multilayered Sequence Models,
  Ilya Sutskever, Master's Thesis, 2007. [link]

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