1485 search results - page 15 / 297 » Group-Induced Vector Spaces |
104
Voted
IVC
2007
15 years 21 days ago
2007
The problem of clustering is often addressed with techniques based on a Voronoi partition of the data space. Vector quantization is based on a similar principle, but it is a diffe...
112
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
96
Voted
EOR
2007
15 years 23 days ago
2007
In recent years, Support Vector Machines (SVMs) were successfully applied to a wide range of applications. Their good performance is achieved by an implicit non-linear transformat...
129
Voted
ML
2010
ACM
14 years 11 months ago
2010
ACM
Abstract The tensor kernel has been used across the machine learning literature for a number of purposes and applications, due to its ability to incorporate samples from multiple s...
160
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STOC
1998
ACM
15 years 5 months ago
1998
ACM
We address the problem of designing data structures that allow efficient search for approximate nearest neighbors. More specifically, given a database consisting of a set of vecto...