Apologies for multiple postings.
Call for Papers
The 1st International Joint Conference on Learning & Reasoning (IJCLR
2021), will take place from October 25 to 27 2021 as a fully virtual event:
http://lr2020.iit.demokritos.gr/
The conference is organized by the Institute of Informatics &
Telecommunications of the National Center for Scientific Research
"Demokritos", in Athens, Greece.
Important Dates
Abstract registration: June 25 2021
Paper submission: June 30 2021
Submission instructions: http://lr2020.iit.demokritos.gr/papers
Scope
A crucial milestone for taking full advantage of the AI potential is the
endowment of algorithms that learn from experience with the ability to
consult existing knowledge and reason with what has already been
learned. Integrating learning and reasoning constitutes one of the key
open questions in AI, and holds the potential of addressing many of the
shortcomings of contemporary AI approaches, including the black-box
nature and the brittleness of deep learning, and the difficulty to adapt
knowledge representation models in the light of new data. Integrating
learning and reasoning calls for approaches that combine knowledge
representation and machine reasoning techniques with learning algorithms
from the fields of neural, statistical and relational learning.
IJCLR 2021 brings together four international conferences & workshops,
addressing all aspects of combining knowledge representation & machine
reasoning with statistical, neural and symbolic learning:
- The 30th International Conference on Inductive Logic Programming (ILP).
- The 15th International Workshop on Neural-Symbolic Learning &
Reasoning (NeSy).
- The 10th International Workshop on Statistical Relational Artificial
Intelligence (StarAI).
- The 10th International Workshop on Approaches and Applications of
Inductive Programming (AAIP).
IJCLR 2021 aims at bringing together researchers and practitioners
working on various aspects of learning & reasoning, via presentation of
cutting-edge research on topics of special interest to the participating
conferences/workshops. In addition to each of the four events'
individual programs, which will be held in parallel, IJCLR aims to
promote collaboration and cross-fertilization between different
approaches and methodologies to integrating learning & reasoning, via
joint keynotes, panel discussions and poster sessions.
Submissions are invited to each one of the conferences/workshops
participating at IJCLR 2021 (ILP, NeSy, StarAI, AAIP). Paper formatting,
proceedings etc. will adhere to each conference/workshop's tradition.
In addition to the separate tracks for each event there is also a
"General Track", where authors are invited to submit work that is
relevant to IJCLR, but it does not necessarily fall within the scope of
one of ILP, NeSy, StarAI or AAIP. Also, IJCLR invites relevant,
high-quality papers to be presented at the conference, which have been
recently published, or accepted for publication, by a first-class
conference such as AAAI, IJCAI, NeurIPS, ECML/PKDD, ICML, KDD, ICDM,
etc., or journal such as MLJ, DMKD, JMLR etc.
Submission deadlines:
Abstract submission (for ILP): June 25 2021.
Paper submission for ILP, NeSy, AAIP and the general track: June 30 2021.
Paper submission StarAI: September 1 2021.
Recently published papers due: September 10 2021.
Information and guidelines regarding paper submissions may be found
here: http://lr2020.iit.demokritos.gr/papers/
The IJCLR steering committee and organization team:
Luc De Raedt, KU Leuven, Belgium
Stephen Muggleton, Imperial College London, UK
Artur d’Avila Garcez, City University of London, UK
Ute Schmid, University of Bamberg, Germany
Cèsar Ferri, Universitat Politènica de València, Spain
Angelika Kimmig, Cardiff University, UK
Sebastijan Dumančić, KU Leuven, Belgium
Jay Pujara, University of Southern California, USA
Nikos Katzouris, NCSR "Demokritos", Greece
Alexander Artikis, University of Pireaus & NCSR "Demokritos", Greece
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