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ICML
2007
IEEE
16 years 7 months ago
Gradient boosting for kernelized output spaces
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...
AAAI
1994
15 years 7 months ago
Learning to Select Useful Landmarks
To navigate effectively, an autonomous agent must be able to quickly and accurately determine its current location. Given an initial estimate of its position (perhaps based on dea...
Russell Greiner, Ramana Isukapalli
DATE
2005
IEEE
139views Hardware» more  DATE 2005»
16 years 3 days ago
EM Wave Coupling Noise Modeling Based on Chebyshev Approximation and Exact Moment Formulation
This paper presents a new mathematical approach to modeling EM wave coupling noise so that it can be easily integrated into chip-level noise analysis tools. The new method employs...
Baohua Wang, Pinaki Mazumder
ECCV
2006
Springer
16 years 8 months ago
A Fluid Motion Estimator for Schlieren Image Velocimetry
Abstract. In this paper, we address the problem of estimating the motion of fluid flows that are visualized through a Schlieren system. Such a system is well known in fluid mechani...
Étienne Mémin, Elise Arnaud, Guiller...
KI
2006
Springer
15 years 6 months ago
Classification of Skewed and Homogenous Document Corpora with Class-Based and Corpus-Based Keywords
In this paper, we examine the performance of the two policies for keyword selection over standard document corpora of varying properties. While in corpus-based policy a single set ...
Arzucan Özgür, Tunga Güngör