[PlanetKR] Call for papers: Mathematics in Artificial Intelligence

[Paola Galdi]

*** Mathematics in Artificial Intelligence: A Special Issue of the journal Mathematics in Computer Science ***

The journal Mathematics in Computer Science invites researchers and practitioners to contribute to a special issue focused on Mathematics in Artificial Intelligence, encompassing a wide range of topics that explore the interplay between mathematics and AI.

Relevant themes include, but are not limited to:

Mathematical theories and foundations of AI approaches:
– Probabilistic reasoning and graphical models
– Statistical learning theory
– Algebraic structures for representation and reasoning
– Causal inference and decision theory

Mathematical methodologies and tools for applied AI:
– Optimization techniques for AI models
– Uncertainty quantification in AI systems
– Information theory and AI applications
– Topological data analysis in AI
– Geometric methods for machine learning

Neurosymbolic AI, with a focus on the interplay between deep learning and automated reasoning:
– Integration of symbolic reasoning with machine learning
– Explainable AI and interpretable deep learning models
– Knowledge representation in neurosymbolic systems
– Combining deep learning and mechanical theorem proving or model checking
– Hybrid neurosymbolic approaches

Submissions

Articles should be submitted via EasyChair: https://easychair.org/my/conference?conf=mai2024 by the deadline (30th of June 2024).

More information is available at: https://aiml.inf.ed.ac.uk/mai2024


Paola Galdi


Postdoctoral Research Associate

Artificial Intelligence and its Applications Institute
Room 2.29 Informatics Forum
10 Crichton Street, Edinburgh, EH8 9AB
The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336. Is e buidheann carthannais a th’ ann an Oilthigh Dhùn Èideann, clàraichte an Alba, àireamh clàraidh SC005336.
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