2878 search results - page 77 / 576 » Learning the Common Structure of Data |
126
Voted
IDA
2009
Springer
15 years 10 months ago
2009
Springer
We present a novel extension to Independent Component Analysis (ICA), where the data is generated as the product of two submodels, each of which follow an ICA model, and which comb...
128
Voted
IAT
2008
IEEE
15 years 3 months ago
2008
IEEE
As information and communication technologies are becoming an integral part of our homes, the demand for AmI systems with assistive functionality is increasing. A great effort has...
131
Voted
UAI
2000
15 years 4 months ago
2000
This paper is about the use of metric data structures in high-dimensionalor non-Euclidean space to permit cached sufficientstatisticsaccelerationsof learning algorithms. It has re...
141
Voted
FSS
2008
15 years 3 months ago
2008
This paper introduces a new approach to classification which combines pairwise decomposition techniques with ideas and tools from fuzzy preference modeling. More specifically, our...
122
Voted
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
Learning from structured data is becoming increasingly important. However, most prior work on kernel methods has focused on learning from attribute-value data. Only recently, rese...