Algorithmic Learning Theory 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings /
This book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015. The 23 full papers presented in this volume were caref...
| Corporate Author: | |
|---|---|
| Other Authors: | , , |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
|
| Edition: | 1st ed. 2015. |
| Series: | Lecture Notes in Artificial Intelligence ;
9355 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-319-24486-0 |
Table of Contents:
- Inductive inference
- Learning from queries, teaching complexity
- Computational learning theory and algorithms
- Statistical learning theory and sample complexity
- Online learning
- Stochastic optimization
- Kolmogorov complexity, algorithmic information theory.