6181 search results - page 963 / 1237 » Predictive Matrix-Variate t Models |
131
click to vote
NIPS
2003
15 years 5 months ago
2003
We interpret non-negative matrix factorization geometrically, as the problem of finding a simplicial cone which contains a cloud of data points and which is contained in the posi...
137
click to vote
NIPS
2003
15 years 5 months ago
2003
We propose a novel method of dimensionality reduction for supervised learning. Given a regression or classification problem in which we wish to predict a variable Y from an expla...
127
click to vote
NIPS
2003
15 years 5 months ago
2003
When we learn a new motor skill, we have to contend with both the variability inherent in our sensors and the task. The sensory uncertainty can be reduced by using information abo...
127
click to vote
AAAI
2000
15 years 5 months ago
2000
Expert decision-makers often explain decisions by citing general principles. In some domains, however, it is nearly impossible to define principles intensionally so that they may ...
134
click to vote
UAI
2003
15 years 5 months ago
2003
Despite its simplicity, the naive Bayes classifier has surprised machine learning researchers by exhibiting good performance on a variety of learning problems. Encouraged by thes...