Francesco Montagna

According to our database, Francesco Montagna authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Rate-Distortion-Polysemanticity Tradeoff in SAEs.

Tommaso Mencattini, Francesco Montagna, Francesco Locatello

CoRR, May, 2026

Causal Learning with the Invariance Principle.

Francesco Montagna, Francesco Locatello

CoRR, May, 2026

2025

On the identifiability of causal graphs with multiple environments.

Francesco Montagna

CoRR, October, 2025

Demystifying amortized causal discovery with transformers.

Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello

Trans. Mach. Learn. Res., 2025

Score matching through the roof: linear, nonlinear, and latent variables causal discovery.

Francesco Montagna, Philipp Michael Faller, Patrick Blöbaum, Elke Kirschbaum, Francesco Locatello

Proceedings of the Causal Learning and Reasoning, Lausanne, Switzerland, 7-9 May 2025., 2025

2023

Shortcuts for causal discovery of nonlinear models by score matching.

Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Francesco Locatello

CoRR, 2023

Assumption violations in causal discovery and the robustness of score matching.

Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Scalable Causal Discovery with Score Matching.

Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello

Proceedings of the Conference on Causal Learning and Reasoning, 2023

Causal Discovery with Score Matching on Additive Models with Arbitrary Noise.

Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022

Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach.

Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo

Frontiers Comput. Sci., 2022

2019

On the Use of Additive Manufacturing 3D-Printing Technology in RFID Antenna Design.

Riccardo Colella, Francesco Paolo Chietera, Francesco Montagna, Antonio Greco, Luca Catarinucci

Proceedings of the IEEE International Conference on RFID Technology and Applications, 2019