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ICML
2003
IEEE
14 years 10 months ago
A Kernel Between Sets of Vectors
In various application domains, including image recognition, it is natural to represent each example as a set of vectors. With a base kernel we can implicitly map these vectors to...
Risi Imre Kondor, Tony Jebara
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
14 years 10 months ago
Robust boosting and its relation to bagging
Several authors have suggested viewing boosting as a gradient descent search for a good fit in function space. At each iteration observations are re-weighted using the gradient of...
Saharon Rosset
CVPR
2010
IEEE
14 years 6 months ago
Estimation of Image Bias Field with Sparsity Constraints
We propose a new scheme to estimate image bias field through introducing two sparsity constraints. One is that the bias-free image has concise representation with image gradients o...
Yuanjie Zheng and James C. Gee
GECCO
2009
Springer
153views Optimization» more  GECCO 2009»
14 years 4 months ago
A search space analysis for the waste collection vehicle routing problem with time windows
We address a large scale waste collection vehicle routing problem with time windows (VRPTW) complicated by multiple disposal trips and drivers lunch breaks. A fitness search spac...
Andrew Runka, Beatrice M. Ombuki-Berman, Mario Ven...
ICOST
2009
Springer
14 years 4 months ago
Enhancing OSGi: Semantic Add-ins for Service Oriented Collaborative Environments
Service Oriented Architectures offer an incomparable setting for the management and reuse of services, mixing different factors like software and services. The ability to choose be...
Pablo Cabezas, Raúl Barrena, Jon Legarda, D...