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NIPS
2001
15 years 8 months ago
Infinite Mixtures of Gaussian Process Experts
We present an extension to the Mixture of Experts (ME) model, where the individual experts are Gaussian Process (GP) regression models. Using an input-dependent adaptation of the ...
Carl Edward Rasmussen, Zoubin Ghahramani
PDPTA
2004
15 years 8 months ago
A Framework for Sharing Voluminous Content in P2P Systems
File-sharing applications remain today the most representative and popular realization of the Peerto-Peer paradigm. Large objects receive an increasing amount of interest in such s...
Dimitrios Tsoumakos, Nick Roussopoulos
SERP
2004
15 years 8 months ago
Combining Model-Driven and Schema-Based Program Synthesis
We describe ongoing work which aims to extend the schema-based program synthesis paradigm with explicit models. In this context, schemas can be considered as model-to-model transf...
Ewen Denney, Jon Whittle
INTERACT
2003
15 years 8 months ago
Interaction with Context-Aware Mobile Hand-Held Devices
: Interaction with context-aware mobile hand-held devices creates new demands for user interfaces and interaction methods. These devices, which detect the use context in order to a...
Jonna Häkkilä
NIPS
2003
15 years 8 months ago
Learning a Distance Metric from Relative Comparisons
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
Matthew Schultz, Thorsten Joachims