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About

Conference on Theoretical Foundations of Machine Learning (TFML 2019) will take place in Kraków, Poland, on February 11-15, 2019. We invite submissions of papers addressing theoretical aspects of machine learning and related topics. We strongly support a broad definition of learning theory, including, but not limited to:
  • Theoretical foundations of
    • supervised learning
    • unsupervised learning
    • semi-supervised learning
    • deep learning
    • active learning
    • concept drift
    • natural language processing
    • neuroinformatics
  • cheminformatics
    • drug design
    • activity prediction
    • representation learning
  • generalization bounds
  • optimization methods
  • computational complexity of learning
  • information theoretic learning

Conference is organized by Department of Machine Learning, Institute of Computer Science and Computational Mathematics, Faculty of Mathematics and Computer Science, Jagiellonian University.

Place

The conference will take place at Jagiellonian University, at the Faculty of Mathematics and Computer Science, Cracow, Łojasiewicza 6, room 1016.


Directions

Key dates

  • paper submission - 30 Nov 2018
  • decision notification - 5 Jan 2019
  • camera ready version - 11 Jan 2019
  • registration 5-19 Jan 2019
  • conference - 11-15 Feb 2019

Scientific committee

  • Jacek Tabor
  • Igor Podolak

Organizing committee

  • Jacek Tabor
  • Igor Podolak
  • Marek Śmieja
  • Stanisław Jastrzębski
  • Damian Leśniak
  • Krzysztof Misztal
  • Agnieszka Pocha
  • Igor Sieradzki
  • Przemysław Spurek
  • Łukasz Struski
  • Magdalena Wiercioch
  • Maciej Mikulski
  • Krzysztof Galias

Contact

Contact with organizing committee:

Magdalena Wiercioch
tfml@uj.edu.pl