International Conference on Algorithmic Learning Theory
摘要截稿:
全文截稿: 2017-10-27
开会时间: 2018-04-07
会议难度:
CCF分类: C类
会议地点: Lanzarote, Spain
Overview
The 29th International Conference on Algorithmic Learning Theory (ALT 2018) will be held in Lanzarote, Spain, on April 7-9, 2018. The conference will be co-located with AISTATS 2018, which immediately follows ALT 2018.
The ALT 2018 conference is dedicated to all theoretical and algorithmic aspects of machine learning. We invite submissions with contributions to new or existing learning problems including, but not limited to:
-Design and analysis of learning algorithms.
-Statistical and computational learning theory.
-Online learning algorithms and theory.
-Optimization methods for learning.
-Unsupervised, semi-supervised, online and active 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.
-Planning and control, including reinforcement learning.
-Learning with system constraints: e.g. privacy, memory or communication budget.
-Learning from complex data: e.g., networks, time series, etc.
-Interactions with statistical physics.
-Learning in other settings: e.g. social, economic, and game-theoretic.