Representation Learning for Treatment Effect Estimation from Observational Data

Liuyi Yao, Sheng Li, Yaliang Li, Mengdi Huai, Jing Gao, Aidong Zhang

Feb-14-2026, 00:46:08 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

dataset, local similarity information, treatment effect, (12 more...)

Neural Information Processing Systems

Feb-14-2026, 00:46:08 GMT

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Country:
- Europe
  - Spain > Catalonia
    - Barcelona Province > Barcelona (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)
- North America
  - Canada > Nova Scotia
    - Halifax Regional Municipality > Halifax (0.04)
  - United States > California
    - San Francisco County > San Francisco (0.14)
- Oceania > Australia
  - New South Wales > Sydney (0.04)

Genre:
- Research Report > Experimental Study (0.98)

Industry:
- Health & Medicine (1.00)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks (0.94)
    - Statistical Learning > Regression (0.46)
  - Representation & Reasoning (1.00)

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Representation Learning for Treatment Effect Estimation from Observational Data
Representation Learning for Treatment Effect Estimation from Observational Data

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