Francesco Montagna
Data Science and Engineering
University of Genoa
Biography
I am Francesco Montagna, PhD student at MaLGa supervised by Lorenzo Rosasco, Nicoletta Noceti and Francesco Locatello. Previously, I was an intern at Amazon AWS in Tubingen, Germany. My research is focused on causal discovery and causal representation learning. During my B.Sc. I graduated in Physics Engineering at Politecnico di Torino, where I also obtained my M.Sc. degree in Data Science and Engineering.
Interests
- Causal inference
- Learning theory
Education
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B.Sc in Engineering Physics, 2019
Politecnico di Torino
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M.Sc in Data Science and Engineering, 2021
Politecnico di Torino
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PhD candidate, 2022-ongoing
University of Genoa
Research
(2023).
Assumption violations in causal discovery and the robustness of score matching.
NeurIPS 2023.
(2023).
Shortcuts for causal discovery of nonlinear models by score matching.
Pre-print.
(2023).
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise.
CLeaR 2023.
(2023).
Scalable Causal Discovery with Score Matching.
CLeaR 2023.
(2022).
Adaptive-Attentive Geolocalization from few queries: a hybrid approach.
Frontiers in Computer Science.
Contact
- francesco.montagna997@gmail.com
- DM Me