95 search results - page 18 / 19 » Reduction Techniques for Instance-Based Learning Algorithms |
140
Voted
WWW
2011
ACM
14 years 8 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. ...
123
Voted
SDM
2008
SIAM
15 years 2 months ago
2008
SIAM
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
112
Voted
MM
2005
ACM
15 years 6 months ago
2005
ACM
We consider the problem of image representation and clustering. Traditionally, an n1 × n2 image is represented by a vector in the Euclidean space Rn1×n2 . Some learning algorith...
104
Voted
GRAPHITE
2007
ACM
15 years 5 months ago
2007
ACM
We present a data-driven technique for generating the precomputed radiance transfer vectors of an animated character as a function of its joint angles. We learn a linear model for...
110
Voted
BMCBI
2006
15 years 1 months ago
2006
Background: Horizontal gene transfer (HGT) has allowed bacteria to evolve many new capabilities. Because transferred genes perform many medically important functions, such as conf...