Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments

Vasilis Syrgkanis, Victor Lei, Miruna Oprescu, Maggie Hei, Keith Battocchi, Greg Lewis

Nov-16-2025, 03:53:42 GMT–Neural Information Processing Systems

The reduction enables the use of all recent algorithmic advances (e.g.

artificial intelligence, machine learning, treatment effect, (16 more...)

Neural Information Processing Systems

Nov-16-2025, 03:53:42 GMT

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Country:
- North America
  - Canada (0.04)
  - United States (0.04)
- Oceania > Australia
  - New South Wales > Sydney (0.04)

Genre:
- Research Report
  - Experimental Study (0.69)
  - New Finding (0.68)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Ensemble Learning (0.69)
    - Statistical Learning > Regression (0.68)
  - Representation & Reasoning (0.93)

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Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments

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