701 search results - page 19 / 141 » Self Bounding Learning Algorithms |
COCOON
2005
Springer
14 years 3 months ago
2005
Springer
Rocchio’s similarity-based relevance feedback algorithm, one of the most important query reformation methods in information retrieval, is essentially an adaptive supervised lear...
FOCM
2006
13 years 9 months ago
2006
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
ALT
2004
Springer
14 years 6 months ago
2004
Springer
We consider a two-layer network algorithm. The first layer consists of an uncountable number of linear units. Each linear unit is an LMS algorithm whose inputs are first “kerne...
CORR
2008
Springer
13 years 9 months ago
2008
Springer
We define the "Pulse Synchronization" problem that requires nodes to achieve tight synchronization of regular pulse events, in the settings of distributed computing syste...
ICDM
2009
IEEE
14 years 4 months ago
2009
IEEE
—Typical information extraction (IE) systems can be seen as tasks assigning labels to words in a natural language sequence. The performance is restricted by the availability of l...