conftrace_

Philipp Michael Faller

3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

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

Conferences

CLEAR (2) UAI (1)

Top co-authors

Patrick Blöbaum (2) Dominik Janzing (2) Michaela Hardt (1) Elke Kirschbaum (1) Francesco Locatello (1) Lenon Minorics (1) Leena Chennuru Vankadara (1) Daniela Schkoda (1) Debarghya Ghoshdastidar (1) Francesco Montagna (1)

Keywords

causal inference (1) time series forecasting (1) generalization bound (1) autoregressive model (1) interventional distribution (1) causal generalization (1)

Papers

Score matching through the roof: linear, nonlinear, and latent variables causal discovery CLEAR 2025 Cross-validating causal discovery via Leave-One-Variable-Out CLEAR 2025 Causal forecasting: generalization bounds for autoregressive models UAI 2022