Publications

Francesco Montagna, Atalanti A. Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello (2023). Assumption violations in causal discovery and the robustness of score matching. NeurIPS 2023.

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Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Francesco Locatello (2023). Shortcuts for causal discovery of nonlinear models by score matching. Pre-print.

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Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello (2023). Scalable Causal Discovery with Score Matching. CLeaR 2023.

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Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, Francesco Locatello (2023). Causal Discovery with Score Matching on Additive Models with Arbitrary Noise. CLeaR 2023.

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Gabriele Moreno Berton, Valerio Paolicelli, Francesco Montagna, Carlo Masone, Barbara Caputo (2022). Adaptive-Attentive Geolocalization from few queries: a hybrid approach. Frontiers in Computer Science.

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Francesco Montagna, Robert Ford (2013). An example conference paper. In ICW.

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