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COLT
2004
Springer
16 years 6 days ago
Performance Guarantees for Regularized Maximum Entropy Density Estimation
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
Miroslav Dudík, Steven J. Phillips, Robert ...
ECCV
2004
Springer
16 years 6 days ago
Null Space Approach of Fisher Discriminant Analysis for Face Recognition
The null space of the within-class scatter matrix is found to express most discriminative information for the small sample size problem (SSSP). The null space-based LDA takes full ...
Wei Liu, Yunhong Wang, Stan Z. Li, Tieniu Tan
179
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ECML
2004
Springer
16 years 6 days ago
Using String Kernels to Identify Famous Performers from Their Playing Style
Abstract. In this paper we show a novel application of string kernels: that is to the problem of recognising famous pianists from their style of playing. The characterstics of perf...
Craig Saunders, David R. Hardoon, John Shawe-Taylo...
FPGA
2004
ACM
158views FPGA» more  FPGA 2004»
16 years 5 days ago
A novel coarse-grain reconfigurable data-path for accelerating DSP kernels
In this paper, an efficient implementation of a high performance coarse-grain reconfigurable data-path on a mixed-granularity reconfigurable platform is presented. It consists of ...
Michalis D. Galanis, George Theodoridis, Spyros Tr...
HUC
2004
Springer
16 years 5 days ago
Particle Filters for Location Estimation in Ubiquitous Computing: A Case Study
Location estimation is an important part of many ubiquitous computing systems. Particle filters are simulation-based probabilistic approximations which the robotics community has ...
Jeffrey Hightower, Gaetano Borriello
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