ALT 2020

Event

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.