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NIPS
2008
15 years 7 months ago
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
For supervised and unsupervised learning, positive definite kernels allow to use large and potentially infinite dimensional feature spaces with a computational cost that only depe...
Francis Bach
SDM
2008
SIAM
97views Data Mining» more  SDM 2008»
15 years 7 months ago
Efficient Distribution Mining and Classification
We define and solve the problem of "distribution classification", and, in general, "distribution mining". Given n distributions (i.e., clouds) of multi-dimensi...
Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos ...
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 7 months ago
Active Learning with Model Selection in Linear Regression
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
MOBIMEDIA
2007
15 years 7 months ago
Cooperative caching in wireless multimedia sensor networks
The recent advances in miniaturization and the creation of low-power circuits, combined with small-sized batteries have made the development of wireless sensor networks a working ...
Nikos Dimokas, Dimitrios Katsaros, Yannis Manolopo...
SERP
2008
15 years 7 months ago
Practically Relevant Quality Criteria for Requirements Documents
Abstract. This paper presents common weaknesses of requirements documents from commercial software projects that frequently cause problems in practice. Many documents contain exten...
Tobias Simon, Jonathan Streit, Markus Pizka