Francesco Montagna

14 papers A* 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Demystifying amortized causal discovery with transformers.
Trans. Mach. Learn. Res.
Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello
2025 J jnl
On the identifiability of causal graphs with multiple environments.
CoRR
Francesco Montagna
2025 — conf
Score matching through the roof: linear, nonlinear, and latent variables causal discovery.
CLeaR
Francesco Montagna, Philipp Michael Faller, Patrick Blöbaum, Elke Kirschbaum, Francesco Locatello
2024 J jnl
Demystifying amortized causal discovery with transformers.
CoRR
Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello
2024 J jnl
Score matching through the roof: linear, nonlinear, and latent variables causal discovery.
CoRR
Francesco Montagna, Philipp Michael Faller, Patrick Blöbaum, Elke Kirschbaum, Francesco Locatello
2023 A* conf
Assumption violations in causal discovery and the robustness of score matching.
NeurIPS
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
2023 J jnl
Assumption violations in causal discovery and the robustness of score matching.
CoRR
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
2023 — conf
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise.
CLeaR
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
2023 J jnl
Causal Discovery with Score Matching on Additive Models with Arbitrary Noise.
CoRR
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
2023 — conf
Scalable Causal Discovery with Score Matching.
CLeaR
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
2023 J jnl
Scalable Causal Discovery with Score Matching.
CoRR
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello
2023 J jnl
Shortcuts for causal discovery of nonlinear models by score matching.
CoRR
Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Francesco Locatello
2022 J jnl
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach.
Frontiers Comput. Sci.
Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo
2019 — conf
On the Use of Additive Manufacturing 3D-Printing Technology in RFID Antenna Design.
RFID-TA
Riccardo Colella, Francesco Paolo Chietera, Francesco Montagna, Antonio Greco, Luca Catarinucci