Gabriel Laberge

3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

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

Conferences

AISTATS (1) ICLR (1) JMLR (1)

Top co-authors

Foutse Khomh (3) Mario Marchand (3) Yann Pequignot (1) Alexandre Mathieu (1) Yann Batiste Pequignot (1) Satoshi Hara (1) Ulrich Aïvodji (1)

Keywords

local explanation (2) feature attribution (1) model interpretability (1) feature interaction (1) decision tree (1) partial order (1) functional decomposition (1) xai disagreement (1) regional explanation (1) explainable ai (1) global explanation (1)

Papers

Tackling the XAI Disagreement Problem with Regional Explanations AISTATS 2024

Fooling SHAP with Stealthily Biased Sampling ICLR 2023

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set JMLR 2023