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ICML
2010
IEEE
15 years 8 months ago
Large Graph Construction for Scalable Semi-Supervised Learning
In this paper, we address the scalability issue plaguing graph-based semi-supervised learning via a small number of anchor points which adequately cover the entire point cloud. Cr...
Wei Liu, Junfeng He, Shih-Fu Chang
AIS
1998
Springer
15 years 7 months ago
The Synergy of Learning Organisations and Flexible Information Technology
The switch from the Command-and-Control to Learning Organisation paradigm in the area of organisational theory is well understood. It is less well appreciated that learning organi...
George Rzevski, Kumkum Prasad
CORR
2011
Springer
171views Education» more  CORR 2011»
15 years 2 months ago
Parallel Online Learning
Online learning algorithms have impressive convergence properties when it comes to risk minimization and convex games on very large problems. However, they are inherently sequenti...
Daniel Hsu, Nikos Karampatziakis, John Langford, A...
DAC
2008
ACM
16 years 8 months ago
Partial order reduction for scalable testing of systemC TLM designs
A SystemC simulation kernel consists of a deterministic implementation of the scheduler, whose specification is nondeterministic. To leverage testing of a SystemC TLM design, we f...
Sudipta Kundu, Malay K. Ganai, Rajesh Gupta
SAC
2010
ACM
16 years 2 months ago
Design pattern implementation in object teams
Implementing the 23 Gang-of-Four design patterns in the aspectoriented programming language Object Teams/Java (OT/J) yields modularity and reusability results roughly comparable t...
João L. Gomes, Miguel P. Monteiro