Abstract submission deadline is approaching: June 3.
11th International Conference on Probabilistic Graphical Models (PGM’2022)
Almería, Spain
October 5-7, 2022
https://www2.ual.es/pgm2022/ <https://www2.ual.es/pgm2022/>
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PGM 2022 is the eleventh edition of the International Conference on
Probabilistic Graphical Models. It will take place in Almería (Spain, EU)
between the 5th and the 7th of October 2022. The conference welcomes
contributions on all aspects of probabilistic graphical models, including but
not limited to:
Principles of Bayesian (belief) networks, chain graphs, decision networks
influence diagrams, probabilistic relational models, and other probabilistic
graphical models (PGMs).
Information processing in PGMs (exact and approximate inference).
Learning and data mining in the context of PGMs: machine learning approaches,
statistical testing and search methods, MCMC simulation.
Exploitation for the construction of PGMs of results from related disciplines
such as statistics, information theory, optimization, deep learning, and
decision making under uncertainty.
Software systems based on PGMs.
Application of PGMs to real-world problems.
Both theoretical and applied contributions are welcome.
Papers submitted for review should report on original, previously unpublished
work. The deadline for abstract submissions is June 3rd, 2022 and the deadline
for paper submissions is June 10th, 2022.
All papers should be submitted through Easychair:
https://easychair.org/conferences/?conf=pgm2022
<https://easychair.org/conferences/?conf=pgm2022>
Accepted papers will be published electronically in a volume of the Proceedings
of Machine Learning Research. Submission instructions and the author’s kit are
available at the conference’s homepage. Each submission will go through a
standard reviewing process. Papers will be accepted for either plenary or
poster presentation, but, in the proceedings, no distinction is made between
the two.
At least one author of each accepted paper is required to register for the
conference.
IJAR Special Issue
Selected papers will be invited to be extended and then submitted to a special
issue of the International Journal of Approximate Reasoning (IJAR).
Best student paper award
Our sponsor BayesFusion offers a best student paper award of 1000 US$.
Travel support grants for students
The artificial intelligence journal (AIJ) has sponsored a number of grants to
support student travel. More information on how to apply will be provided once
the registration period is open.
Invited speakers
We are proud to announce that our invited speakers will be Prakash P. Shenoy
(talk: Incomplete Bayesian Networks: A Dempster-Shafer Belief Function
Approach) and Laura Uusitalo (talk: Bayesian Network modelling of complex
systems with sparse data: Ecological case studies).
Deadlines:
June 3, 2022: Abstract submission deadline
June 10 , 2022: Paper submission deadline
July 25, 2022: Author notification
September 5, 2022: Camera-ready copy due
October 5-7, 2022: Conference
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Contact: pgm2...@ual.es <mailto:pgm2...@ual.es>
Antonio Salmerón and Rafael Rumí
PGM’2022 co-chairs
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