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  DISI -> Research -> Areas -> Artificial Intelligence -> Research topic

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

SEE ALSO

For more informations on this topic:
The SLIPGURU web page