Eliana Pastor

Eliana Pastor

Assistant Professor

Politecnico di Torino

Biography

Hi! I am an Assistant Professor at Politecnico di Torino, Italy. My primary research focuses on Trustworthy AI, with a focus on Explainable AI and Fairness in AI. I am a member of the DBDMG group.

Interests
  • Trustworthy AI
  • Explainable AI
  • Fairness
Education

  • PhD in Computer and Control Engineering

    Politecnico di Torino

  • MSc in Computer Engineering

    Politecnico di Torino

  • BSc in Computer Engineering

    Politecnico di Torino

Recent & Upcoming Talks

Explaining and building trust in machine learning: the local and subgroup perspectives
Seminar at sqIRL/IDLab, University of Antwerp
Feb 17, 2025 10:30 AM University of Antwerp
Eliana Pastor
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Explaining and building trust in machine learning: the local and subgroup perspectives
Intersectional fair ranking via subgroup divergence
Paper presentation of our intersectional fair ranking approach'
Sep 12, 2024 11:00 AM ECML/PKDD 2024
Eliana Pastor, Francesco Bonchi
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Intersectional fair ranking via subgroup divergence
Assessing Speech Model Performance: A Subgroup Perspective
Paper presentation of our works on assessing speech model performance
Jun 24, 2024 12:00 PM SEBD 2024
Alkis Koudounas, Eliana Pastor, Elena Baralis
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Assessing Speech Model Performance: A Subgroup Perspective
Explaining speech classification models via word-level audio segments and paralinguistic features
Paper presentation of our work for explaining speech classification models
Mar 20, 2024 12:00 PM EACL 2024
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
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Explaining speech classification models via word-level audio segments and paralinguistic features

Recent Publications

Here you can find the full list!
Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis (2024). A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.

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Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis (2024). A Contrastive Learning Approach to Mitigate Bias in Speech Models. Interspeech 2023.

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Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis Giuseppe Concialdi (2024). Ainur: Harmonizing Speed And Quality In Deep Music Generation through Lyrics-audio Embeddings. ICASSP 2024.

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Alkis Koudounas, Eliana Pastor, Elena Baralis (2024). Assessing Speech Model Performance: A Subgroup Perspective.

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Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis (2024). Boosting court judgment prediction and explanation using legal entities. Artificial Intelligence and Law.

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