Участник:Tolstikhin/English

Материал из MachineLearning.

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*'''[[Участник:Tolstikhin/TODO|Other materials]]'''.
*'''[[Участник:Tolstikhin/TODO|Other materials]]'''.
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'''Scientific interests:'''
'''Scientific interests:'''
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*'''''Statistical Learning Theory (SLT)''''';
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*Statistical Learning Theory (SLT);
*generalization and excess risk bounds in SLT;
*generalization and excess risk bounds in SLT;
*concentration of measure inequalities in probability theory and applications;
*concentration of measure inequalities in probability theory and applications;
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*PAC-Bayes bounds and applications in machine learning.
*PAC-Bayes bounds and applications in machine learning.
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More information available on th CV page: '''[[Участник:Tolstikhin/CV|CV]]'''.
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More information available on th CV page (in russian): '''[[Участник:Tolstikhin/CV|CV]]'''.
'''[[Служебная:EmailUser/Tolstikhin|Feel free to email me]]'''.
'''[[Служебная:EmailUser/Tolstikhin|Feel free to email me]]'''.

Версия 18:18, 22 октября 2012

    Tolstikhin Ilya

PhD student at the Dorodnicyn Computing Centre of the Russian Academy of Sciences.
Developer in Kaspersky Lab, detection methods analysis group.


Scientific interests:

  • Statistical Learning Theory (SLT);
  • generalization and excess risk bounds in SLT;
  • concentration of measure inequalities in probability theory and applications;
  • empirical processes and applications;
  • PAC-Bayes bounds and applications in machine learning.

More information available on th CV page (in russian): CV.

Feel free to email me.

Russian version of this web page..

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