32 search results - page 7 / 7 » Reservoir-Based Random Sampling with Replacement from Data S... |
263
Voted
ASIAN
2004
Springer
16 years 20 days ago
2004
Springer
Abstract. This text is an informal review of several randomized algorithms that have appeared over the past two decades and have proved instrumental in extracting efficiently quant...
193
Voted
SDM
2009
SIAM
16 years 4 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...