Участник:Denis Kochedykov
Материал из MachineLearning.
(Различия между версиями)
| Строка 7: | Строка 7: | ||
;Scientific interests: statistical learning theory, generalization ability, combinatorics, statistics. | ;Scientific interests: statistical learning theory, generalization ability, combinatorics, statistics. | ||
<br> | <br> | ||
| - | '''[[Служебная:EmailUser/Denis_Kochedykov| | + | '''[[Служебная:EmailUser/Denis_Kochedykov|Send email]]'''. |
|} | |} | ||
Текущая версия
| 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).
