posted by user: ido || 26368 views || tracked by 65 users: [display]

AISTATS 2012 : Fifteenth International Conference on Artificial Intelligence and Statistics 2012

FacebookTwitterLinkedInGoogle

Link: http://www.aistats.org/
 
When Apr 21, 2012 - Apr 23, 2012
Where La Palma, Canary Islands
Submission Deadline Oct 14, 2011
Notification Due Dec 12, 2011
Final Version Due Mar 17, 2012
Categories    artificial intelligence   machine learning   statistics   neuroscience
 

Call For Papers

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 www.aistats.org.

In the 2012 edition of AISTATS we are particularly encouraging submissions with a focus on scientific data sets. Examples could include astronomical data, biological data etc. These submissions have been assigned the keywords "scientific data analysis".

The Conference Program will include invited talks, contributed talks, and posters. Contributed talks and posters will be selected via a rigorous double-blind peer-review process. Accepted papers will be published in the AISTATS Conference Proceedings to be published as a volume of JMLR Workshop and Conference Proceedings.

Some time at the conference will be set aside for "breaking news" posters submitted on the basis of a one-page abstract. These are reports on ongoing or unpublished projects, projects already published elsewhere, partially developed ideas, negative results etc, and are meant as informal forums to encourage discussion. The review process of these posters will be very light-touch but presentation of these at the Conference will not lead to publication 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

Related Resources

DEPLING 2023   International Conference on Dependency Linguistics
MLDM 2023   18th International Conference on Machine Learning and Data Mining
AISTATS 2022   25th International Conference on Artificial Intelligence and Statistics
IJCNN 2023   International Joint Conference on Neural Networks
AISTATS 2023   26th International Conference on Artificial Intelligence and Statistics
IEEE ICA 2022   The 6th IEEE International Conference on Agents
ACM-Ei/Scopus-CWCBD 2023   2023 4th International Conference on Wireless Communications and Big Data (CWCBD 2023) -EI Compendex
MSE 2023   7th International Conference on Materials Science and Engineering
SIUSAI 2023   2023 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI 2023)
PRAI 2023   2023 the 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI 2023)