Projects funded by the NCN
Regresja rangowa i U-procesy z karą LASSO - selekcja cech, estymacja i nierówności z wyrocznią
2014/12/S/ST1/00344
Keywords:
Descriptors:
- ST1_13: Probability and statistics
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
woj. 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 (Y-m-d): 2014-10-01
Project end date (Y-m-d): 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 (3)
- Model selection consistency of U-statistics with convex loss and weighted Lasso penaltyAuthors:Wojciech RejchelAcademic press:Journal of Nonparametric Statistics (rok: 2017, tom: 29, strony: 768-791), Wydawca: Taylor & FrancisStatus:PublishedDOI:10.1080/10485252.2017.1369078 - link to the publication
- Sparse estimation in Ising Model via penalized Monte Carlo methodsAuthors:Błażej Miasojedow, Wojciech RejchelAcademic press:Journal of Machine Learning Research (rok: 2017, ), Wydawca: Microtome PublishingStatus:SubmittedDOI:brak - link to the publication
- Oracle inequalities for ranking and U-processes with Lasso penaltyAuthors:Wojciech RejchelAcademic press:Neurocomputing (rok: 2017, tom: 239, strony: 214-222), Wydawca: NeurocomputingStatus:PublishedDOI:10.1016/j.neucom.2017.02.018 - link to the publication