conftrace_

Eleni Sgouritsa

3 papers · 2014–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

🐝 Cross-Pollinator (15)

Conferences

ICML (2) AISTATS (1)

Top co-authors

Bernhard Schölkopf (2) Dominik Janzing (2) Samory Kpotufe (1) Philipp Hennig (1) Silvia Chiappa (1) Ira Ktena (1) Jessica Schrouff (1) Alan Malek (1) Francisco Ruiz (1) Virginia Aglietti (1)

Keywords

unsupervised learning (1) causal inference (1) statistical consistency (1) causal discovery (1) gaussian process regression (1) cause-effect inference (1) inverse regression (1) additive noise model (1) causal direction (1) nonparametric setting (1)

Papers

FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch ICML 2025 Inference of Cause and Effect with Unsupervised Inverse Regression AISTATS 2015 Consistency of Causal Inference under the Additive Noise Model ICML 2014