Dear all,
We would like to draw your attention to the following call for submissions.
kind regards,
the LIRa team
Call for Submissions
CSL 2025 Workshop on Learning and Logic (LeaLog@CSL)
https://sites.google.com/view/lealog25
Amsterdam, Netherlands
10 February 2025
Co-located with the 33rd EACSL Annual Conference
on Computer Science Logic (CSL 2025)
===================
About the workshop
===================
The CSL 2025 Workshop on Learning and Logic is an on-site event happening on
the 10th of February 2025 in Amsterdam, Netherlands. It will take place as part of
the 33rd EACSL Annual Conference on Computer Science Logic (CSL 2025). The
workshop brings together researchers who are working on topics at the
intersection of learning and logic, ranging from the logical foundations of
learnability and computational learning theory to logical analyses of machine
learning models and applications of machine learning in knowledge representation
and reasoning.
The workshop will consist of invited talks and contributed talks. It does not have
any proceedings, and therefore previously published or ongoing work are both
encouraged to be presented.
Topics for the presentation at the workshop include, but are not limited to, the
following:
- Logical analysis of machine learning architectures
- Techniques for learning logical concepts
- Computational learning theory
- Logic for formal learning theory
- Informational complexity of learning
- Graph learning
- Applications of ML in knowledge representation and data management
- Neuro-symbolic integration
- Statistical relational AI
- Logical and epistemic aspects of distributed learning
- Logical aspects of learning in multi-agent systems
- Logical analysis of (iterated) belief dynamics and information change
- Logical techniques for explainable AI
- Data-driven techniques for temporal logic specification and verification
============================
Submissions
============================
Submissions consist of a title, a short abstract, and an extended abstract in the
form of a PDF file (one page, excluding references).
The link to the submission form can be found on the workshop website.
============================
Important dates and information
============================
Submission deadline: 8 January 2025 (Anywhere on Earth)
Notification: 15 January 2025 *
Event: 10 February 2025
* accepted submissions will receive a chance to register for the workshop and/or
for CSL by January 19 without paying late registration fee.
=============
Invited Speakers
=============
- Alexandru Baltag (ILLC, University of Amsterdam)
- Johan van Benthem (University of Amsterdam, Tsinghua University, and Stanford)
- Dana Fisman (Ben-Gurion University)
- Martin Grohe (RWTH Aachen)
- Kristin Yvonne Rozier (Iowa State University)
=============
Organisers
=============
- Steffen van Bergerem (Humboldt University of Berlin)
- Balder ten Cate (ILLC, University of Amsterdam)
- Aybüke Özgün (ILLC, University of Amsterdam)
- Sonja Smets (ILLC, University of Amsterdam)