Giuseppe Alessio

D'Inverno

PhD student, Information Science & Engineering
Musician


Email addresses:
dinverno@diism.unisi.it
giuseppealessio.d@student.unisi.it
You can find me at SAILab

Education

  • April 17, 2020: Master Degree in Applied Mathematics, University of Siena,
    Thesis: "Towards the determination of threshold in neural networks",
    Supervisor: Prof. Luca Chiantini,
    Grade: 110 cum laude.
  • February 22, 2018: Bachelor degree in Mathematics, University of Siena,
    Thesis: Studio della decomposizione ai valori singolari applicata alla ricostruzione di modelli 3D
    (A study on singular value decomposition and its application on 3D Models Reconstruction),
    Supervisor: Prof. Maria Lucia Sampoli,
    Grade: 110 cum laude.
  • November 26, 2015 Bachelor degree in Violin, Istituto Superiore di Studi Musicali "R. Franci"
    Thesis: La seconda sonata per violino BWV 1003 di J. S. Bach: Isotropia polifonica e sintassi tonale.
    (J.S.Bach Second Violin Sonata BWV 1003: Polyphonical isotropy and tonal syntax),
    Supervisor: Prof. A. Anichini,
    Grade: 106.

Research

I've enrolled a PhD position in Information Science & Engineering by the University of Siena in November 2020. My research interests lie in approximation universality of DNNs, numerical analysis applied in Machine Learning, biomedical imaging and processing and graph neural processing via Graph Neural Networks.

About me

I am a Christian, all my lifestyle is based on my faith.
I enjoy playing a lot of instruments besides the violin: viola, piano, electric bass, guitar, and last but not least, the ukulele.