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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