PHD STUDENT · USI, LUGANO
Alessia
Berarducci.
PhD student in
Computational Science.
Università della Svizzera italiana
Statistical Computing Lab · Lugano, Switzerland
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Research
interests
I am a PhD researcher in Computational Science at USI’s Statistical Computing Lab, with a background in statistics and mathematics. I study how to build models that remain reliable across environments.
My current work focuses on causal regularization under distribution shifts: obtaining stable, robust predictions even when we do not observe a reference setting. I also work on causal approaches to fairness in machine learning.
Curriculum vitae ↗02 / PUBLICATIONS
On the record.
03 / TALKS, POSTERS & CONFERENCES
Ideas in conversation.
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04 / TEACHING
Teaching
Teaching assistant & mentor · USI
A LITTLE BEYOND RESEARCH
Usually thinking about causality.
Also swimming, going to the gym,
singing in a choir and cuddling dogs.