Search Results for author: Filippo Pura

Found 2 papers, 2 papers with code

On the adaptation of in-context learners for system identification

1 code implementation7 Dec 2023 Dario Piga, Filippo Pura, Marco Forgione

In-context system identification aims at constructing meta-models to describe classes of systems, differently from traditional approaches that model single systems.

Meta-Learning

From system models to class models: An in-context learning paradigm

5 code implementations25 Aug 2023 Marco Forgione, Filippo Pura, Dario Piga

Is it possible to understand the intricacies of a dynamical system not solely from its input/output pattern, but also by observing the behavior of other systems within the same class?

In-Context Learning

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