Search Results for author: Michael Winter

Found 2 papers, 0 papers with code

A Reference Model for Common Understanding of Capabilities and Skills in Manufacturing

no code implementations15 Sep 2022 Aljosha Köcher, Alexander Belyaev, Jesko Hermann, Jürgen Bock, Kristof Meixner, Magnus Volkmann, Michael Winter, Patrick Zimmermann, Stephan Grimm, Christian Diedrich

In manufacturing, many use cases of Industry 4. 0 require vendor-neutral and machine-readable information models to describe, implement and execute resource functions.

A Simplicity Bubble Problem in Formal-Theoretic Learning Systems

no code implementations22 Dec 2021 Felipe S. Abrahão, Hector Zenil, Fabio Porto, Michael Winter, Klaus Wehmuth, Itala M. L. D'Ottaviano

When mining large datasets in order to predict new data, limitations of the principles behind statistical machine learning pose a serious challenge not only to the Big Data deluge, but also to the traditional assumptions that data generating processes are biased toward low algorithmic complexity.

BIG-bench Machine Learning

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