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» The Implicit Pipeline Method
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MBEES
2010
13 years 10 months ago
Towards Architectural Programming of Embedded Systems
: Integrating architectural elements with a modern programming language is essential to ensure a smooth combination of architectural design and programming. In this position statem...
Arne Haber, Jan Oliver Ringert, Bernhard Rumpe
NIPS
2008
13 years 10 months ago
Optimization on a Budget: A Reinforcement Learning Approach
Many popular optimization algorithms, like the Levenberg-Marquardt algorithm (LMA), use heuristic-based "controllers" that modulate the behavior of the optimizer during ...
Paul Ruvolo, Ian R. Fasel, Javier R. Movellan
NIPS
2007
13 years 10 months ago
A New View of Automatic Relevance Determination
Automatic relevance determination (ARD) and the closely-related sparse Bayesian learning (SBL) framework are effective tools for pruning large numbers of irrelevant features leadi...
David P. Wipf, Srikantan S. Nagarajan
SDM
2004
SIAM
141views Data Mining» more  SDM 2004»
13 years 9 months ago
Active Mining of Data Streams
Most previously proposed mining methods on data streams make an unrealistic assumption that "labelled" data stream is readily available and can be mined at anytime. Howe...
Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu
IJCAI
2003
13 years 9 months ago
Personalisation of Web Search
The availability of web search has revolutionised the way people discover information, yet as search services maintain larger and larger indexes they are in danger of becoming a v...
Kevin Keenoy, Mark Levene