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From Prediction to Incrementality: Causal Optimization for Large-Scale Targeting and Recommendation

arXiv cs.LG ↗ · 2026-08-12 缓存

This paper presents a decision-centric causal optimization framework for large-scale targeting and recommendation, combining a causal Transformer, Bayesian bandit layer, and dual-based linear programming. It reports a statistically significant +7.20% lift in LinkedIn Feed marketing traffic via online A/B testing.

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