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ICML
2006
IEEE
14 years 9 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
BMCBI
2006
125views more  BMCBI 2006»
13 years 8 months ago
Automated functional classification of experimental and predicted protein structures
Background: Proteins that are similar in sequence or structure may perform different functions in nature. In such cases, function cannot be inferred from sequence or structural si...
Kai Wang, Ram Samudrala
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
EOR
2008
84views more  EOR 2008»
13 years 8 months ago
On the dynamics of capital accumulation across space
We solve an optimal growth model in continuous space, continuous and bounded time. The optimizer chooses the optimal trajectories of capital and consumption across space and time ...
Carmen Camacho, Benteng Zou, Maya Briani
SPLC
2008
13 years 9 months ago
Modeling the Variability Space of Self-Adaptive Applications
Modeling self-adaptive applications is a difficult task due to the complex relationships they have with their environments. Designers of such applications strive to model accurate...
Gilles Perrouin, Franck Chauvel, Julien DeAntoni, ...