4660 search results - page 558 / 932 » Learning from imperfect data |
147
Voted
ICML
2007
IEEE
16 years 4 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...
145
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Stationarity is often an unrealistic prior assumption for Gaussian process regression. One solution is to predefine an explicit nonstationary covariance function, but such covaria...
122
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
97
Voted
CHI
2003
ACM
16 years 4 months ago
2003
ACM
We combine the power law of learning and theoretical upper limit predictions to describe the development of text entry rates from users' first contact to asymptotic expert us...
151
Voted
AMDO
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. A new algorithm for the incremental learning and non-intrusive tracking of the appearance of a previously non-seen face is presented. The computation is done in a causal ...