35 search results - page 1 / 7 » Online Passive-Aggressive Algorithms on a Budget |
JMLR
2010
13 years 2 days ago
2010
NIPS
2003
13 years 6 months ago
2003
We present a family of margin based online learning algorithms for various prediction tasks. In particular we derive and analyze algorithms for binary and multiclass categorizatio...
SDM
2010
SIAM
13 years 6 months ago
2010
SIAM
The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
SADM
2010
13 years 3 months ago
2010
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
ICCD
2011
IEEE
12 years 4 months ago
2011
IEEE
—A key challenge in chip multiprocessor (CMP) design is to optimize the performance within a power budget limited by the CMP’s cooling, packaging, and power supply capacities. ...