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ICML
2008
IEEE
16 years 7 months ago
SVM optimization: inverse dependence on training set size
We discuss how the runtime of SVM optimization should decrease as the size of the training data increases. We present theoretical and empirical results demonstrating how a simple ...
Shai Shalev-Shwartz, Nathan Srebro
160
Voted
ICML
2003
IEEE
16 years 7 months ago
The Set Covering Machine with Data-Dependent Half-Spaces
We examine the set covering machine when it uses data-dependent half-spaces for its set of features and bound its generalization error in terms of the number of training errors an...
Mario Marchand, Mohak Shah, John Shawe-Taylor, Mar...
WWW
2005
ACM
16 years 7 months ago
A framework for handling dependencies among web services transactions
This paper proposes an effective Web services (WS) transaction management framework to automatically manage inconsistencies occurred by relaxing isolation of WS transactions. Cate...
Seunglak Choi, Jungsook Kim, Hyukjae Jang, Su Myeo...
141
Voted
VLSID
2009
IEEE
110views VLSI» more  VLSID 2009»
16 years 7 months ago
Security and Dependability of Embedded Systems: A Computer Architects' Perspective
Jörg Henkel, Roshan G. Ragel, Sri Parameswara...