Ronald Richman

LocalGLMnet: interpretable deep learning for tabular data

Mario V. Wüthrich, Ronald Richman, M. Wüthrich, 2021, SSRN Electronic Journal.

Embeddings and Attention in Predictive Modeling

Ronald Richman, Kevin Kuo, 2021 .

LASSO regularization within the LocalGLMnet architecture

Mario V. Wüthrich, Ronald Richman, M. Wüthrich, 2021, Advances in Data Analysis and Classification.

Interpreting deep learning models with marginal attribution by conditioning on quantiles pdf

Andreas Tsanakas, Michael Merz, Mario V. Wüthrich, 2021, Data Mining and Knowledge Discovery.

Time-series forecasting of mortality rates using deep learning

Francesca Perla, Mario V. Wüthrich, Salvatore Scognamiglio, 2021 .