Research topic:
Statistical learning
KEYWORDS
Statistical learning theory,
Regularization theory,
Kernel engineering,
Advanced statistical methods,
Support vector machines
ACTIVITIES
We study the foundations of the problem of learning from
a finite number of examples within the framework of
Statistical Learning Theory.
We investigate theoretical and computational issues aiming at
- understanding the theoretical connections between different
approaches to statistical learning
- designing and developing effectively trainable systems for
pattern classification in various applications
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