Learning Neural Algebras

Pedro Zuidberg Dos Martires Postdoctoral Researcher at Örebro University (Sweden) Abstract algebra provides a formalism to study sets and how the elements of these sets relate to each other by defining relations between set elements. Abstract algebraic structures are abundantly present in artificial intelligence. For instance, Boolean algebra constitutes the bedrock of symbolic AI. Interestingly, […]

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Learning trustworthy models from positive and unlabelled data

Pawel Teisseyre Assistant Professor at the Polish Academy of Sciences The goal of the research stay is to explore learning classification models using positive-unlabelled (PU) data. In PU learning, it is assumed that only some observations in training data are assigned label, which is positive, whereas the remaining observations are unlabelled and can be either

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Call for Course Proposals: 3rd TAILOR Summer School – ESSAI 2023 (European Summer School on Artificial Intelligence) 

The 3rd TAILOR summer school will be co-arranged with ESSAI, by Saso Džeroski at Jožef Stefan Institute, partner of TAILOR. The first ESSAI-TAILOR Summer School will be held in Ljubljana, Slovenia between the 24th and 28th of July 2023. The European Summer School in Artificial Intelligence (ESSAI) is a new annual summer school held under

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Two new AI projects: vera.ai and MAMMOth

Two new Horizon Europe AI projects were recently launched by members of our network. The first one, vera.ai, seeks to build trustworthy AI solutions against disinformation and to set the foundation for future research in the area of AI against disinformation. The second project, MAMMOth, tackles bias that may lead to discriminating against minority and marginalised groups. MAMMOth will create tools for fairness-aware AI which ensure respect to protected attributes like gender, race and age.

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