Saturday, July 31, 2021

aprile, 2021

13aprTutto il giorno15AISTATS 202124th International Conference on Artificial Intelligence and Statistics

Dettagli evento

AISTATS is an interdisciplinary gathering of researchers at the intersection of computer science, artificial intelligence, machine learning, statistics, and related areas. Since its inception in 1985, the primary goal of AISTATS has been to broaden research in these fields by promoting the exchange of ideas among them. We encourage the submission of all papers which are in keeping with this objective at AISTATS.

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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Quando

aprile 13 (Martedì) - 15 (Giovedì)

Dove

Online only