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» A Modelling Framework for Functional Imagination
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117
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ECIR
2009
Springer
16 years 25 days ago
Risk-Aware Information Retrieval
Probabilistic retrieval models usually rank documents based on a scalar quantity. However, such models lack any estimate for the uncertainty associated with a document’s rank. Fu...
Jianhan Zhu, Jun Wang, Michael J. Taylor, Ingemar ...
121
Voted
SIGIR
2006
ACM
15 years 9 months ago
Theoretical benchmarks of XML retrieval
This poster investigates the use of theoretical benchmarks to describe the matching functions of XML retrieval systems and the properties of specificity and exhaustivity in XML r...
Tobias Blanke, Mounia Lalmas
VISUALIZATION
2002
IEEE
15 years 8 months ago
Interactive Spectral Volume Rendering
We describe a method for volume rendering using a spectral representation of colour instead of the traditional RGB model. It is shown how to use this framework for a novel explora...
Steven Bergner, Torsten Möller, Mark S. Drew,...
103
Voted
ICPR
2008
IEEE
15 years 10 months ago
A least square kernel machine with box constraints
In this paper, we present a least square kernel machine with box constraints (LSKMBC). The existing least square machines assume Gaussian hyperpriors and subsequently express the ...
Jayanta Basak
153
Voted
COLT
2006
Springer
15 years 7 months ago
Online Learning Meets Optimization in the Dual
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer