2681 search results - page 334 / 537 » Learning to learn with the informative vector machine |
172
Voted
ML
2012
ACM
14 years 6 days ago
2012
ACM
The ratio of two probability densities can be used for solving various machine learning tasks such as covariate shift adaptation (importance sampling), outlier detection (likeliho...
125
Voted
SAC
2005
ACM
15 years 10 months ago
2005
ACM
We present a strategy for analyzing large, social small-world graphs, such as those formed by human networks. Our approach brings together ideas from a number of different resear...
148
Voted
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
We propose a nonparametric extension to the factor analysis problem using a beta process prior. This beta process factor analysis (BPFA) model allows for a dataset to be decompose...
134
Voted
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
We address the problem of detecting batches of emails that have been created according to the same template. This problem is motivated by the desire to filter spam more effectivel...
141
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Structural alignments are the most widely used tools for comparing proteins with low sequence similarity. The main contribution of this paper is to derive various kernels on prote...