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NIPS
2007
15 years 7 months ago
A learning framework for nearest neighbor search
Can we leverage learning techniques to build a fast nearest-neighbor (ANN) retrieval data structure? We present a general learning framework for the NN problem in which sample que...
Lawrence Cayton, Sanjoy Dasgupta
PDPTA
2007
15 years 7 months ago
Improving Performance and Server Resource Usage with Page
As web engineering evolves web based applications complexity grows in higher orders of magnitude. Is not uncommon to find in today web based applications complex and time consumin...
León Welicki, Oscar Sanjuán Mart&iac...
171
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EACL
2006
ACL Anthology
15 years 7 months ago
Making Tree Kernels Practical for Natural Language Learning
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
Alessandro Moschitti
WSC
2004
15 years 7 months ago
A New Method to Determine the Tool Count of a Semiconductor Factory Using FabSim
Tool count optimization is mandatory for an efficiently organized semiconductor factory. This paper describes an efficient heuristic to determine the tool count using the compact ...
Holger Vogt
NIPS
2003
15 years 7 months ago
Gaussian Processes in Reinforcement Learning
We exploit some useful properties of Gaussian process (GP) regression models for reinforcement learning in continuous state spaces and discrete time. We demonstrate how the GP mod...
Carl Edward Rasmussen, Malte Kuss