3 papers
cs.AI2026
SEISMO: Explanation-Aware, Trajectory-Conditioned LLM Agents for Sample-Efficient Molecular Optimisation
Fabian P. Krüger, Andrea Hunklinger, Adrian Wolny +3
Optimizing molecules to achieve desired properties is a central bottleneck across the chemical sciences, particularly in the pharmaceutical industry, where it underlies the discove…
stat.AP2024
Simplifying Random Forests' Probabilistic Forecasts
Nils Koster, Fabian Krüger
Since their introduction by Breiman, Random Forests (RFs) have proven to be useful for both classification and regression tasks. The RF prediction of a previously unseen observatio…
stat.AP2024
Simple Macroeconomic Forecast Distributions for the G7 Economies
Friederike Becker, Fabian Krüger, Melanie Schienle
We present a simple method for predicting the distribution of output growth and inflation in the G7 economies. The method is based on point forecasts published by the International…