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