Ines Wilms

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Weather Forecasting

Sparse Regression

Quadratic Discriminant Analysis

Top Venues

J. Mach. Learn. Res.

J. Comput. Graph. Stat.

Eur. J. Oper. Res.

Stat. Anal. Data Min.

Publications

Nick Berlanger, Noah van Ophoven, Tim Verdonck, Ines Wilms
Tree-based Forecasting of Day-ahead Solar Power Generation from Granular Meteorological Features. CoRR (2023)
Stephan Smeekes, Ines Wilms
Package for Bootstrap Unit Root Tests. J. Stat. Softw. 106 (12) (2023)
Lea Bottmer, Christophe Croux, Ines Wilms
Sparse regression for large data sets with outliers. Eur. J. Oper. Res. 297 (2) (2022)
Ines Wilms, Jacob Bien
Tree-based Node Aggregation in Sparse Graphical Models. J. Mach. Learn. Res. 23 (2022)
Alain Hecq, Marie Ternes, Ines Wilms
Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions. J. Comput. Graph. Stat. 31 (4) (2022)
Ines Wilms, Rebecca Killick, David S. Matteson
Graphical Influence Diagnostics for Changepoint Models. J. Comput. Graph. Stat. 31 (3) (2022)
William B. Nicholson, Ines Wilms, Jacob Bien, David S. Matteson
High Dimensional Forecasting via Interpretable Vector Autoregression. J. Mach. Learn. Res. 21 (2020)
Stephanie Aerts, Ines Wilms
Cellwise robust regularized discriminant analysis. Stat. Anal. Data Min. 10 (6) (2017)
Ines Wilms, Sarah Gelper, Christophe Croux
The predictive power of the business and bank sentiment of firms: A high-dimensional Granger Causality approach. Eur. J. Oper. Res. 254 (1) (2016)
Ines Wilms, Christophe Croux
Robust sparse canonical correlation analysis. BMC Syst. Biol. 10 (2016)