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2025 CLEAR CLeaR 2025

Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set

🌉 Interdisciplinary Bridge — Artificial Intelligence and Knowledge & Reasoning
🐝 Cross-Pollinator — Artificial Intelligence, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio

Authors

Davin Choo , Chandler Squires , Arnab Bhattacharyya , David Sontag

Topics

Artificial Intelligence > Core AI > Causal Inference Knowledge & Reasoning > Reasoning > Causal Inference

Keywords

causal inference causal effect estimation pac learning high-dimensional inference
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