Juan L. Gamella

4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) JMLR (1) NIPS (1)

Top co-authors

Christina Heinze-Deml (2) Jakob Runge (1) Marco Cuturi (1) Simon Bing (1) Antoine Wehenkel (1) Peter Bühlmann (1) Guillermo Sapiro (1) Jens Behrmann (1) Armeen Taeb (1) Ozan Sener (1)

Keywords

causal discovery (2) active learning (1) maximum likelihood (1) structural equation model (1) latent variable (1) structural causal model (1) causal graph (1) experiment selection (1) invariant causal prediction (1) causal inference (1) additive intervention (1)

Papers

Sanity Checking Causal Representation Learning on a Simple Real-World System ICML 2025

Addressing Misspecification in Simulation-based Inference through Data-driven Calibration ICML 2025

Learning and scoring Gaussian latent variable causal models with unknown additive interventions JMLR 2024

Active Invariant Causal Prediction: Experiment Selection through Stability NIPS 2020