369 search results - page 17 / 74 » Learning Message-Passing Inference Machines for Structured P... |
95
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
101
Voted
RECOMB
2005
Springer
16 years 21 days ago
2005
Springer
Abstract. Current approaches for identification and detection of transcription factor binding sites rely on an extensive set of known target genes. Here we describe a novel structu...
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We propose and analyze two strategies to learn over unordered pairs with kernels, and provide a common theoretical framework to compare them. The strategies are related to methods...
84
Voted
EMNLP
2008
15 years 1 months ago
2008
Chinese is a language that does not have morphological tense markers that provide explicit grammaticalization of the temporal location of situations (events or states). However, i...
95
Voted
CORR
2007
Springer
15 years 11 days ago
2007
Springer
We show that physical devices that perform observation, prediction, or recollection share an underlying mathematical structure. We call devices with that structure “inference de...