Ranking & Metrics Conference Call for Papers Other Conferences in United States
AISTATS 2021 : International Conference on Artificial Intelligence and Statistics

AISTATS 2021 : International Conference on Artificial Intelligence and Statistics

Virtual, United States

Submission Deadline: Thursday 08 Oct 2020

Conference Dates: Apr 13, 2021 - Apr 15, 2021

Research
Impact Score 9.9

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Ranking & Metrics Impact Score is a novel metric devised to rank conferences based on the number of contributing top scientists in addition to the h-index estimated from the scientific papers published by top scientists. See more details on our methodology page.

Research Impact Score: 9.9
Contributing Top Scientist: 116
Papers published by Top Scientists 177
Research Ranking (Computer Science) 25

Conference Call for Papers

Proceedings track: This is the standard AISTATS paper submission track. Papers will be selected via a rigorous double-blind peer-review process. All accepted papers will be presented at the Conference as contributed talks or as posters and will be published in the Proceedings.

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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