Publications

Private Selection with Heterogeneous Sensitivities (accepted at SaTML 2025)

Investigating differentially private selection mechanisms with heterogeneous sensitivities.

Daniela Antonova, Allegra Laro, Audra McMillan, Lorenz Wolf

Augmented Modular Reinforcement Learning based on Heterogeneous Knowledge (arxiv preprint)

Proposing a hierarchical command arbitration architecture to flexibly incorporate heterogeneous decision-making modules.

Lorenz Wolf, Mirco Musolesi

F-EBM: Energy Based Learning of Functional Data (AISTATS 2023)

We propose an energy based generative model to synthesise functional data.

Jenning Lim, Sebastian Vollmer, Lorenz Wolf, Andrew Duncan

F-EBM: Energy Based Learning of Functional Data (AISTATS 2023)