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» Minimization of entropy functionals
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IDA
2005
Springer
15 years 10 months ago
Learning Label Preferences: Ranking Error Versus Position Error
We consider the problem of learning a ranking function, that is a mapping from instances to rankings over a finite number of labels. Our learning method, referred to as ranking by...
Eyke Hüllermeier, Johannes Fürnkranz
ICSE
2001
IEEE-ACM
15 years 9 months ago
Dynamic and Selective Combination of Extensions in Component-Based Applications
Support for dynamic and client-specific customization is required in many application areas. We present a (distributed) application as consisting of a minimal functional core – ...
Eddy Truyen, Bart Vanhaute, Wouter Joosen, Pierre ...
ASPDAC
1999
ACM
122views Hardware» more  ASPDAC 1999»
15 years 9 months ago
A Clustering Based Linear Ordering Algorithm for K-Way Spectral Partitioning
The spectral method can lead to a high quality of multi-way partition due to its ability to capture global netlist information. For spectral partition, n netlist modules are mappe...
Shiuann-Shiuh Lin, Wen-Hsin Chen, Wen-Wei Lin, Tin...
EMMCVPR
1999
Springer
15 years 8 months ago
Maximum Likelihood Inference of 3D Structure from Image Sequences
The paper presents a new approach to recovering the 3D rigid shape of rigid objects from a 2D image sequence. The method has two distinguishing features: it exploits the rigidity o...
Pedro M. Q. Aguiar, José M. F. Moura
COLT
2006
Springer
15 years 8 months ago
A Sober Look at Clustering Stability
Stability is a common tool to verify the validity of sample based algorithms. In clustering it is widely used to tune the parameters of the algorithm, such as the number k of clust...
Shai Ben-David, Ulrike von Luxburg, Dávid P...