Участник:Denis Kochedykov
Материал из MachineLearning.
(Различия между версиями)
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| - | |''' | + | |'''Kochedykov Denis''', J.P.Morgan quantitative research, CC RAS (PhD candidate). |
| - | + | Scientific advisor: [[Участник:Vokov|Dr. Konstantin V. Vorontsov]]. | |
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| - | ; | + | ;Scientific interests: statistical learning theory, generalization ability, combinatorics, statistics. |
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'''[[Служебная:EmailUser/Denis_Kochedykov|Написать письмо]]'''. | '''[[Служебная:EmailUser/Denis_Kochedykov|Написать письмо]]'''. | ||
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| - | == | + | == Pulications == |
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| + | # Kochedykov D.A. (2011) “A Combinatorial Approach to Hypothesis Similarity in Generalization Bounds” (English+Russian), submitted. | ||
| + | # Kochedykov D.A. (2010) “Combinatorial shell bounds for generalization ability” (Russian + English), “Pattern Recognition and Image Analysis”, 2010, 4. | ||
| + | # Kochedykov D.A. (2009) “Connectivity structures in hypotheses’ space and generalization bounds”. Mathematical methods for pattern recognition 2009 (in Russian) | ||
| + | # Kochedykov D.A (2008) “Combinatorial generalization bounds using the splitting of hypothesis spaces”. Contemporary problems of fundamental and applied sciences 2008 (in Russian) | ||
| + | # Kochedykov D.A, Vorontsov K.V.(2007) “Information measures for rule induction algorithms”. Contemporary problems of fundamental and applied sciences 2007 (in Russian). | ||
| + | # Kochedykov D.A, Ivakhnenko A.A, Vorontsov K.V.(2007) “Logical classification algorithms for risk management”. Mathematical methods for pattern recognition 2007 (in Russian). | ||
| + | # Kochedykov D.A, Vorontsov K.V. (2006) “Meta-learning for rule induction algorithms”. Intelligent information processing 2006 (in Russian). | ||
| + | # Kochedykov D.A, Ivakhnenko A.A, Vorontsov K.V. (2005) “Credit scoring system based on logical classification algorithms”. Mathematical methods for pattern recognition 2005 (in Russian). | ||
| - | == | + | == See also == |
* [[Расслоение_и_сходство_алгоритмов_(виртуальный_семинар)]] | * [[Расслоение_и_сходство_алгоритмов_(виртуальный_семинар)]] | ||
[[Категория:Кандидатские диссертации]] | [[Категория:Кандидатские диссертации]] | ||
Версия 05:44, 25 июня 2011
| Kochedykov Denis, J.P.Morgan quantitative research, CC RAS (PhD candidate).
Scientific advisor: Dr. Konstantin V. Vorontsov.
|
Pulications
- Kochedykov D.A. (2011) “A Combinatorial Approach to Hypothesis Similarity in Generalization Bounds” (English+Russian), submitted.
- Kochedykov D.A. (2010) “Combinatorial shell bounds for generalization ability” (Russian + English), “Pattern Recognition and Image Analysis”, 2010, 4.
- Kochedykov D.A. (2009) “Connectivity structures in hypotheses’ space and generalization bounds”. Mathematical methods for pattern recognition 2009 (in Russian)
- Kochedykov D.A (2008) “Combinatorial generalization bounds using the splitting of hypothesis spaces”. Contemporary problems of fundamental and applied sciences 2008 (in Russian)
- Kochedykov D.A, Vorontsov K.V.(2007) “Information measures for rule induction algorithms”. Contemporary problems of fundamental and applied sciences 2007 (in Russian).
- Kochedykov D.A, Ivakhnenko A.A, Vorontsov K.V.(2007) “Logical classification algorithms for risk management”. Mathematical methods for pattern recognition 2007 (in Russian).
- Kochedykov D.A, Vorontsov K.V. (2006) “Meta-learning for rule induction algorithms”. Intelligent information processing 2006 (in Russian).
- Kochedykov D.A, Ivakhnenko A.A, Vorontsov K.V. (2005) “Credit scoring system based on logical classification algorithms”. Mathematical methods for pattern recognition 2005 (in Russian).
