Sciweavers

2861 search results - page 180 / 573
» Parallel Online Learning
Sort
View
143
Voted
JMLR
2006
116views more  JMLR 2006»
15 years 3 months ago
Step Size Adaptation in Reproducing Kernel Hilbert Space
This paper presents an online support vector machine (SVM) that uses the stochastic meta-descent (SMD) algorithm to adapt its step size automatically. We formulate the online lear...
S. V. N. Vishwanathan, Nicol N. Schraudolph, Alex ...
MVA
1992
127views Computer Vision» more  MVA 1992»
15 years 5 months ago
A Parallel Topological Map for Image Segmentation
We present a new algorithm for topological feature mapping. It is compared to other known feature mapping algorithmslike that proposed by Kohonen or Bertsch. The main difference t...
Dinu Scheppelmann, Jochen Frey, Manuela Schäf...
125
Voted
IEEECIT
2010
IEEE
15 years 2 months ago
Scaling the iHMM: Parallelization versus Hadoop
—This paper compares parallel and distributed implementations of an iterative, Gibbs sampling, machine learning algorithm. Distributed implementations run under Hadoop on facilit...
Sebastien Bratieres, Jurgen Van Gael, Andreas Vlac...
122
Voted
ICMCS
2008
IEEE
145views Multimedia» more  ICMCS 2008»
15 years 10 months ago
Video search reranking via online ordinal reranking
To exploit co-occurrence patterns among features and target semantics while keeping the simplicity of the keywordbased visual search, a novel reranking methods is proposed. The ap...
Yi-Hsuan Yang, Winston H. Hsu
120
Voted
SIGCSE
1997
ACM
113views Education» more  SIGCSE 1997»
15 years 8 months ago
Online evaluation in WWW-based courseware
The QUIZIT system has been developed to support adaptive as well as standard testing, along with automatic grading and record keeping, using the WWW as a delivery vehicle. In conn...
Lúcio Cunha Tinoco, N. Dwight Barnette, Edw...