ALT 2020
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| Name | Value |
|---|---|
| isA | Event |
| Acronym | ALT 2020 |
| Title | 31st International Conference on Algorithmic Learning Theory |
| Start date | 2020/02/08 |
| End date | 2020/02/11 |
| Homepage | http://alt2020.algorithmiclearningtheory.org/ |
| ... | ... |
Topics
- Design and analysis of learning algorithms.
- Statistical and computational learning theory.
- Online learning algorithms and theory.
- Optimization methods for learning.
- Unsupervised, semi-supervised and active learning.
- Interactive learning, planning and control, and reinforcement learning.
- Connections of learning with other mathematical fields.
- Artificial neural networks, including deep learning.
- High-dimensional and non-parametric statistics.
- Learning with algebraic or combinatorial structure.
- Bayesian methods in learning.
- Learning with system constraints: e.g. privacy, memory or communication budget.
- Learning from complex data: e.g., networks, time series.
- Interactions with statistical physics.
- Learning in other settings: e.g. social, economic, and game-theoretic.