2299 search results - page 337 / 460 » Structured Prediction Cascades |
163
click to vote
IPMI
2007
Springer
16 years 6 months ago
2007
Springer
Abstract. We present a machine learning approach called shape regression machine (SRM) to segmenting in real time an anatomic structure that manifests a deformable shape in a medic...
150
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...
152
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We propose statistical predicate invention as a key problem for statistical relational learning. SPI is the problem of discovering new concepts, properties and relations in struct...
189
click to vote
WWW
2007
ACM
16 years 6 months ago
2007
ACM
Hierarchical models are commonly used to organize a Website's content. A Website's content structure can be represented by a topic hierarchy, a directed tree rooted at a...
159
click to vote
KDD
2006
ACM
16 years 6 months ago
2006
ACM
This paper presents an LDA-style topic model that captures not only the low-dimensional structure of data, but also how the structure changes over time. Unlike other recent work t...