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ICML
2006
IEEE
14 years 8 months ago
On a theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum
ML
2008
ACM
110views Machine Learning» more  ML 2008»
13 years 6 months ago
A theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum, Nathan Srebro
SOFSEM
2007
Springer
14 years 1 months ago
Personalized Presentation in Web-Based Information Systems
Abstract. Large information spaces and complex functionality of contemporary systems together with the advent of the Semantic Web are big challenges for the design of simple yet po...
Michal Tvarozek, Michal Barla, Mária Bielik...
IROS
2008
IEEE
100views Robotics» more  IROS 2008»
14 years 1 months ago
Overcoming sensor noise for low-tolerance autonomous assembly
Abstract— The capability to assemble structures is fundamental to the use of robotics in precursor missions in orbit and on planetary surfaces. We have performed autonomous assem...
Brennan Sellner, Frederik W. Heger, Laura M. Hiatt...
HPDC
2007
IEEE
14 years 1 months ago
PeerStripe: a p2p-based large-file storage for desktop grids
In desktop grids the use of off-the-shelf shared components makes the use of dedicated resources economically nonviable and increases the complexity of design of efficient storag...
Chreston Miller, Patrick Butler, Ankur Shah, Ali R...