Leopoldo Bertossi

3 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (9) 🏆 Keyword Champion (2)

Conferences

AAAI (1) CLEAR (1) JMLR (1)

Top co-authors

Pablo Barceló (2) Marcelo Arenas (2) Mikaël Monet (2) Felipe Azúa (1)

Keywords

boolean circuit (2) shapley value (2) decision tree (1) approximation scheme (1) binary decision diagram (1) explainable artificial intelligence (1) model counting (1) explainable machine learning (1) model interpretability (1) shap score (1) knowledge compilation (1)

Papers

The Causal-Effect Score in Data Management CLEAR 2025

On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results JMLR 2023

The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits AAAI 2021