conftrace_

Yorgos Felekis

4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

CLEAR (1) ICML (1) NIPS (1) UAI (1)

Top co-authors

Fabio Massimo Zennaro (4) Theodoros Damoulas (3) Anisoara Calinescu (2) Michael Wooldridge (2) Nicholas Bishop (2) Joel Dyer (2) Paolo Di Lorenzo (1) Gabriele D’Acunto (1) Nicola Branchini (1)

Keywords

causal inference (1) probabilistic modeling (1) domain generalization (1) optimal transport (1) data augmentation (1) surrogate model (1) structural causal model (1) interventional datum (1) causal abstraction (1) policy intervention (1)

Papers

Causal Abstraction Learning based on the Semantic Embedding Principle ICML 2025 Interventionally Consistent Surrogates for Complex Simulation Models NIPS 2024 Causal Optimal Transport of Abstractions CLEAR 2024 Causally Abstracted Multi-armed Bandits UAI 2024