Francesco Montagna

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Causal Discovery

Conditional Independence

Directed Acyclic Graph

Top Venues

Frontiers Comput. Sci.

Publications

Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello
Demystifying amortized causal discovery with transformers. CoRR (2024)
Francesco Montagna, Philipp Michael Faller, Patrick Blöbaum, Elke Kirschbaum, Francesco Locatello
Score matching through the roof: linear, nonlinear, and latent variables causal discovery. CoRR (2024)
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
Scalable Causal Discovery with Score Matching. CLeaR (2023)
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
Assumption violations in causal discovery and the robustness of score matching. CoRR (2023)
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
Scalable Causal Discovery with Score Matching. CoRR (2023)
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
Assumption violations in causal discovery and the robustness of score matching. NeurIPS (2023)
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Francesco Locatello
Shortcuts for causal discovery of nonlinear models by score matching. CoRR (2023)
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise. CoRR (2023)
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise. CLeaR (2023)
Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. Frontiers Comput. Sci. 4 (2022)
Riccardo Colella, Francesco Paolo Chietera, Francesco Montagna, Antonio Greco, Luca Catarinucci
On the Use of Additive Manufacturing 3D-Printing Technology in RFID Antenna Design. RFID-TA (2019)