conftrace_

Francesco Montagna

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

CLEAR (3) NIPS (1)

Top co-authors

Francesco Locatello (4) Nicoletta Noceti (3) Lorenzo Rosasco (3) Kun Zhang (2) Atalanti Mastakouri (1) Elias Eulig (1) Bryon Aragam (1) Dominik Janzing (1) Philipp Michael Faller (1) Patrick Blöbaum (1)

Keywords

score matching (3) causal discovery (3) additive model (1) causal graph (1) scalable algorithm (1) noise distribution (1) non-linear model (1) assumption violation (1) false negative rate (1) causal inference (1) hyperparameter stability (1) false positive rate (1)

Papers

Score matching through the roof: linear, nonlinear, and latent variables causal discovery CLEAR 2025 Assumption violations in causal discovery and the robustness of score matching NIPS 2023 Causal Discovery with Score Matching on Additive Models with Arbitrary Noise CLEAR 2023 Scalable Causal Discovery with Score Matching CLEAR 2023