Regresja rangowa i U-procesy z karą LASSO - selekcja cech, estymacja i nierówności z wyrocznią
2014/12/S/ST1/00344
Descriptors
- ST1_13: Rachunek prawdopodobieństwa i statystyka matematyczna
Panel
ST1 – Mathematics: all areas of mathematics, pure and applied, as well as mathematical foundations of computer science, physics and statistics
Host institution
Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki
Voivodeship: mazowieckie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
FUGA 3 – announced on 2013-12-16
- Amount awarded
- 265 000 PLN
- Project start date
- 2014-10-01
- Project end date
- 2016-09-30
- Project duration
- 24 months (the same as in the proposal)
- Project status
- Project settled
Information in the final report
Publication in academic press/journals (2)
-
Oracle inequalities for ranking and U-processes with Lasso penalty
- Authors:
- Wojciech Rejchel
- Academic press:
- Neurocomputing (year: 2017, volume: 239, pages: 214-222), Publisher: Neurocomputing
- Status:
- Published
- DOI:
- 10.1016/j.neucom.2017.02.018 – link to the publication
-
Model selection consistency of U-statistics with convex loss and weighted Lasso penalty
- Authors:
- Wojciech Rejchel
- Academic press:
- Journal of Nonparametric Statistics (year: 2017, volume: 29, pages: 768-791), Publisher: Taylor & Francis
- Status:
- Published
- DOI:
- 10.1080/10485252.2017.1369078 – link to the publication