1351 search results - page 170 / 271 » Learning from compressed observations |
122
click to vote
CVPR
1997
IEEE
15 years 8 months ago
1997
IEEE
In many vision problems, we want to infer two (or more) hidden factors which interact to produce our observations. We may want to disentangle illuminant and object colors in color...
122
click to vote
BC
2002
15 years 4 months ago
2002
Abstract. Recent experimental observations of spiketiming-dependent synaptic plasticity (STDP) have revitalized the study of synaptic learning rules. The most surprising aspect of ...
136
click to vote
CADE
2001
Springer
16 years 4 months ago
2001
Springer
Context trees are a popular and effective tool for tasks such as compression, sequential prediction, and language modeling. We present an algebraic perspective of context trees for...
153
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
We show how to apply the efficient Bayesian changepoint detection techniques of Fearnhead in the multivariate setting. We model the joint density of vector-valued observations usi...
147
click to vote
RECOMB
2006
Springer
16 years 4 months ago
2006
Springer
Abstract. We describe and empirically evaluate machine learning methods for the prediction of zinc binding sites from protein sequences. We start by observing that a data set consi...