113 citations · 220 across the 6 of their papers we have counts for
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cs.LG2023★ 2 cited
Scaling up machine learning-based chemical plant simulation: A method for fine-tuning a model to induce stable fixed points
Malte Esders, Gimmy Alex Fernandez Ramirez, Michael Gastegger +1
Idealized first-principles models of chemical plants can be inaccurate. An alternative is to fit a Machine Learning (ML) model directly to plant sensor data. We use a structured ap…
cs.LG2019★ 113 cited
From Clustering to Cluster Explanations via Neural Networks
Jacob Kauffmann, Malte Esders, Lukas Ruff +3
A recent trend in machine learning has been to enrich learned models with the ability to explain their own predictions. The emerging field of Explainable AI (XAI) has so far mainly…