2 papers
cs.LG2025
Neural Architecture Search for global multi-step Forecasting of Energy Production Time Series
Georg Velev, Stefan Lessmann
The dynamic energy sector requires both predictive accuracy and runtime efficiency for short-term forecasting of energy generation under operational constraints, where timely and p…
stat.ML2024
Interpretable, multi-dimensional Evaluation Framework for Causal Discovery from observational i.i.d. Data
Georg Velev, Stefan Lessmann
Nonlinear causal discovery from observational data imposes strict identifiability assumptions on the formulation of structural equations utilized in the data generating process. Th…