Vittorio Zampinetti
PhD student at Politecnico di Torino, in co-tutelle with KTH, Stockholm
Hi there! I am a PhD student in probabilistic modeling and computational biology at Politecnico di Torino in Italy, under a co-tutelle with KTH, Stockholm.
Together with my advisor Jens Lagergren I develop machine learning methods and algorithms with a mathematical and statistical approach, and test their application to DNA sequencing data (both single-cell and bulk) from patients with cancer. We use VI and EM methods to infer the evolutionary history of cancer cells from copy-number profiles.
As a part of my PhD student plan, I also assisted Prof. Mauro Gasparini for two consecutive years in teaching of the MSc course Statistical Models, for which I wrote a book about the basics of modern R in statistical analysis, fully available here.
news
| Sep 07, 2026 | Attended another edition of the [Bertinoro Computational Biology Meeting], a great opportunity to show our final results for Cellmates and get inspired by many interesting talks on the latest research in the field. |
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| Sep 18, 2025 | Finally defended my PhD thesis, titled “Single-cell tumor phylogenetics”. Looking forward to the next chapter in my career, and to continue working on exciting research in the field of cancer genomics. |
| Jun 02, 2025 | The article on our my novel tree sampling algorithm has been accepted for publication in the journal Statistics and Probability Letters and is now available online (OA): Sampling random spanning arborescences in graphs with low conductance. |
| Sep 16, 2024 | Taking part at the Bertinoro Computational Biology Meeting. Very excited to present our new work in progress Cellmates and attend many interesting talks on the latest research in the field. |
| Jun 20, 2024 | Presenting our work VICTree at the SIS 52nd conference in the beautiful city of Bari, Italy. |