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ECML
2004
Springer
15 years 6 months ago
Efficient Hyperkernel Learning Using Second-Order Cone Programming
The kernel function plays a central role in kernel methods. Most existing methods can only adapt the kernel parameters or the kernel matrix based on empirical data. Recently, Ong e...
Ivor W. Tsang, James T. Kwok
138
Voted
INFORMATICALT
2000
114views more  INFORMATICALT 2000»
15 years 2 months ago
The Language-Centric Program Generator Models: 3L Paradigm
Abstract. In this paper we suggest a three-language (3L) paradigm for building the program generator models. The basis of the paradigm is a relationship model of the specification,...
Vytautas Stuikys, Giedrius Ziberkas, Robertas Dama...
124
Voted
EUROPAR
2010
Springer
15 years 3 months ago
Profile-Driven Selective Program Loading
Abstract. Complex software systems use many shared libraries frequently composed of large off-the-shelf components. Only a limited number of functions are used from these shared li...
Tugrul Ince, Jeffrey K. Hollingsworth
138
Voted
NGC
1998
Springer
171views Communications» more  NGC 1998»
15 years 2 months ago
Programming Languages for Distributed Applications
Much progress has been made in distributed computing in the areas of distribution structure, open computing, fault tolerance, and security. Yet, writing distributed applications r...
Seif Haridi, Peter Van Roy, Per Brand, Christian S...
135
Voted
ATAL
2007
Springer
15 years 8 months ago
Q-value functions for decentralized POMDPs
Planning in single-agent models like MDPs and POMDPs can be carried out by resorting to Q-value functions: a (near-) optimal Q-value function is computed in a recursive manner by ...
Frans A. Oliehoek, Nikos A. Vlassis