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AISTATS 2021 : The 24th International Conference on Artificial Intelligence and Statistics

San Diego, California, USA
Event Date: Apr 13, 2021 - Apr 15, 2021
Abstract Submission Deadline: Oct 08, 2020
Submission Deadline: Oct 15, 2020
Notification of Acceptance: Nov 23, 2020
Camera Ready Version Due : Jan 08, 2021

About

The 24th International Conference on Artificial Intelligence and Statistics will be tentatively held in San Diego, California, USA from Tuesday, 13 April 2021 to Thursday, 15 April 2021 at the San Diego Convention Center.

Since its inception in 1985, AISTATS has been an interdisciplinary gathering of researchers at the intersection of artificial intelligence, machine learning, statistics, and related areas.

Call For Paper

Solicited topics include, but are not limited to:

  • Models and estimation: graphical models, causality, Gaussian processes, approximate inference, kernel methods, nonparametric models, statistical and computational learning theory, manifolds and embedding, sparsity and compressed sensing, ...

  • Classification, regression, density estimation, unsupervised and semi-supervised learning, clustering, topic models, ...

  • Structured prediction, relational learning, logic and probability

  • Reinforcement learning, planning, control

  • Game theory, no-regret learning, multi-agent systems

  • Algorithms and architectures for high-performance computation in AI and statistics

  • Software for and applications of AI and statistics

  • Deep learning including optimization, generalization and architectures

  • Trustworthy learning, including learning with privacy and fairness, interpretability, and robustness

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