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NIPS
1997
15 years 5 months ago
Learning Nonlinear Overcomplete Representations for Efficient Coding
Michael S. Lewicki, Terrence J. Sejnowski
115
Voted
NIPS
1997
15 years 5 months ago
Local Dimensionality Reduction
Stefan Schaal, Sethu Vijayakumar, Christopher G. A...
NIPS
1997
15 years 5 months ago
Incorporating Test Inputs into Learning
In many applications, such as credit default prediction and medical image recognition, test inputs are available in addition to the labeled training examples. We propose a method ...
Zehra Cataltepe, Malik Magdon-Ismail
172
Voted
NIPS
1997
15 years 5 months ago
A Non-Parametric Multi-Scale Statistical Model for Natural Images
The observed distribution of natural images is far from uniform. On the contrary, real images have complex and important structure that can be exploited for image processing, reco...
Jeremy S. De Bonet, Paul A. Viola
116
Voted
NIPS
1997
15 years 5 months ago
Statistical Models of Conditioning
Conditioning experiments probe the ways that animals make predictions about rewards and punishments and use those predictions to control their behavior. One standard model of cond...
Peter Dayan, Theresa Long