Munich Center for Mathematical Philosophy (MCMP)
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Sterkenburg, Tom

Dr. Tom Sterkenburg

Postdoctoral Fellow

Contact

Mailing Address:
Ludwig-Maximilians-Universität München
Fakultät für Philosophie, Wissenschaftstheorie
und Religionswissenschaft
Munich Center for Mathematical Philosophy (MCMP)
Geschwister-Scholl-Platz 1
D-80539 München

Office:
Ludwigstr. 31
Room 126
D-80539 München


Website: http://tomster.userweb.mwn.de/

Further Information

I hold a BSc in Artificial Intelligence (Amsterdam), a MSc in Logic (Amsterdam), a MSc in History and Philosophy of Science (Utrecht), and a PhD in Philosophy (joint at the University of Groningen and the CWI, the Dutch national research center for mathematics and computer science), all awarded cum laude. In my PhD thesis (2018) I investigated the computability-theoretic approach to probabilistic “universal prediction” as a link between Carnap's inductive logic and modern approaches in machine learning.

Research Interests

My research concerns the philosophy of induction and the foundations of (information-theoretic) statistics and machine learning.

Selected Publications

  • The meta-inductive justification of induction: The pool of strategies, Philosophy of Science.
  • The meta-inductive justification of induction, Episteme.
  • Putnam’s diagonal argument and the impossibility of a universal learning machine, Erkenntnis.
  • A generalized characterization of algorithmic probability, Theory of Computing Systems, 2017.
  • Solomonoff prediction and Occam’s razor, Philosophy of Science, 2016.

Awards

Wolfgang Stegmüller Award for my PhD thesis