2 papers
cs.LG2025
DM-Bench: Benchmarking LLMs for Personalized Decision Making in Diabetes Management
Maria Ana Cardei, Josephine Lamp, Mark Derdzinski +1
We present DM-Bench, the first benchmark designed to evaluate large language model (LLM) performance across real-world decision-making tasks faced by individuals managing diabetes…
cs.LG2025
MotifDisco: Motif Causal Discovery For Time Series Motifs
Josephine Lamp, Mark Derdzinski, Christopher Hannemann +2
Many time series, particularly health data streams, can be best understood as a sequence of phenomenon or events, which we call \textit{motifs}. A time series motif is a short trac…