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个人简介
Within machine learning Fabio's work is directed at understanding the mathematics of deep learning, providing new robust foundations for statistical learning theory as part of a new Epistemic AI approach to artificial intelligence, and developing novel tools based on the theory of random sets, in particular generalisation of the logistic regression frameworks and of max-entropy classifiers. He is part of research consortia which aim at applying machine learning to human-robot interaction (e.g. for the creation of emotional avatars) and introducing for the first time full autonomy in surgical robotics.
研究兴趣
论文共 208 篇作者统计合作学者相似作者
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Neurocomputing (2024): 128222
CoRR (2024)
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arXiv (Cornell University) (2023)
Gurkirt Singh,Stephen Akrigg,Manuele Di Maio, Valentina Fontana,Reza Javanmard Alitappeh,Salman Khan,Suman Saha,Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley,Tom Nicholson, Jordan Omokeowa,
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