22 citations · 23 across the 3 of their papers we have counts for
3 papers · 1 filter
TS-Arena -- A Live Forecast Pre-Registration Platform
Marcel Meyer, Sascha Kaltenpoth, Henrik Albers +2
Time Series Foundation Models (TSFMs) are transforming the field of forecasting. However, evaluating them on historical data is increasingly difficult due to the risks of train-tes…
Rethinking Evaluation in the Era of Time Series Foundation Models: (Un)known Information Leakage Challenges
Marcel Meyer, Sascha Kaltenpoth, Kevin Zalipski +1
Time Series Foundation Models (TSFMs) represent a new paradigm for time-series forecasting, promising zero-shot predictions without the need for task-specific training or fine-tuni…
Getting In Contract with Large Language Models -- An Agency Theory Perspective On Large Language Model Alignment
Sascha Kaltenpoth, Oliver Müller
Adopting Large language models (LLMs) in organizations potentially revolutionizes our lives and work. However, they can generate off-topic, discriminating, or harmful content. This…