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<div>Subject: PhD grant on Causality in AI & Deep Learning</div>
<div>Deadline: 11/07<br>
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One PhD grant on Causality in AI & Deep Learning is offered by the Process & Data Intelligence research unit at Fondazione Bruno Kessler, Trento, Italy.<br>
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For more info, the call, and applications look at: <a href="https://www.unibz.it/en/faculties/engineering/phd-computer-science/" target="_blank">https://www.unibz.it/en/faculties/engineering/phd-computer-science/</a><br>
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We are looking for PhD students which are interested in exploring causality aspects of Deep learning and Artificial Intelligence.<br>
This is a very trending topic in the Computer Science and Deep Learning community and impacts several research areas: explainable AI, recommender systems, formal logic, generative AI, automated learning, etc. Examples of aspects to be investigated are:<br>
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- Deep Learning and predictive methods applied to temporal data<br>
- Causality aspects of learning policies and their evaluation<br>
- Knowledge Representation and Linear Time Temporal Logic<br>
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This topic is particularly interesting because it can benefit from expertises coming from different disciplines: computer science, physics, mathematics, neurobiology. Therefore students with a strong scientific background in one (or more) of these subjects
are encouraged to apply.<br>
Moreover, the research performed through this scholarship can range from abstract and foundational research to very applied one and therefore the topic can adapt to the candidate's natural inclination and preferences.<br>
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The Process & Data Intelligence research unit (<a href="http://pdi.fbk.eu/" originalsrc="http://pdi.fbk.eu/" shash="rSsmb85CVBQVzj3FezH2s8frPObMTb1Si8KYxChaFFZBEoSDvinImZxOKi9zp94AU3MqM9fNjELYe9thE1qG5eiBsC4kuNzWKPJMp3B/ycstX/9ZiEiP9nG1o8Oe3hd16dDJx+M9U56N2OLyn5KWE0P4jgtijfDtYMMF9cHZVsY=" target="_blank">http://pdi.fbk.eu</a>)
is an internationally well known research group focused on the interplay between logic-based and data driven representations of knowledge, with particular emphasis on Process-aware systems. The PhD will be conducted under the supervision of Dr. Massimiliano
Ronzani in collaboration with Prof. Chiara Ghidini from the Free University of Bozen Bolzano.</div>
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<div>Chiara Ghidini</div>
<div>Full Professor, Faculty of Engineering, UNIBZ</div>
<div>chiara.ghidini@unibz.it</div>
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