41 search results - page 5 / 9 » A shared memory parallel algorithm for data reduction using ... |
266
Voted
SDM
2011
SIAM
14 years 5 months ago
2011
SIAM
In this paper we present a fast and accurate procedure called clustered low rank matrix approximation for massive graphs. The procedure involves a fast clustering of the graph and...
148
Voted
IFIP12
2009
15 years 15 days ago
2009
Social Tagging is the process by which many users add metadata in the form of keywords, to annotate and categorize items (songs, pictures, web links, products etc.). Social tagging...
112
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Tensor based dimensionality reduction has recently been extensively studied for computer vision applications. To our knowledge, however, there exist no rigorous error analysis on ...
148
Voted
WWW
2011
ACM
14 years 9 months ago
2011
ACM
Gradient Boosted Regression Trees (GBRT) are the current state-of-the-art learning paradigm for machine learned websearch ranking — a domain notorious for very large data sets. ...
126
click to vote
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Over the years, many tensor based algorithms, e.g. two dimensional principle component analysis (2DPCA), two dimensional singular value decomposition (2DSVD), high order SVD, have...