Участник:Tolstikhin/English
Материал из MachineLearning.
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|'''Tolstikhin Ilya''' | |'''Tolstikhin Ilya''' | ||
PhD student at [[Вычислительный центр РАН|the Dorodnicyn Computing Centre of the Russian Academy of Sciences]]. | PhD student at [[Вычислительный центр РАН|the Dorodnicyn Computing Centre of the Russian Academy of Sciences]]. | ||
<br/> | <br/> | ||
| - | Developer | + | Senior Research Developer, [http://ru.wikipedia.org/wiki/Лаборатория_Касперского Kaspersky Lab], detection methods analysis group. |
*'''[[Участник:Tolstikhin/PublicationsEng|Publications]]'''. | *'''[[Участник:Tolstikhin/PublicationsEng|Publications]]'''. | ||
*'''[[Участник:Tolstikhin/TODO|Other materials]]'''. | *'''[[Участник:Tolstikhin/TODO|Other materials]]'''. | ||
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'''Scientific interests:''' | '''Scientific interests:''' | ||
| - | * | + | *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. | ||
| - | More information available on th CV page: '''[[Участник:Tolstikhin/CV|CV]]'''. | + | 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]]'''. | ||
Текущая версия
| Tolstikhin Ilya
PhD student at the Dorodnicyn Computing Centre of the Russian Academy of Sciences.
More information available on th CV page (in russian): CV. |
