Multi-Criteria Dimensionality Reduction with Applications to Fairness

Uthaipon Tantipongpipat, Samira Samadi, Mohit Singh, Jamie H. Morgenstern, Santosh Vempala

Nov-15-2025, 23:58:20 GMT–Neural Information Processing Systems

Dimensionality reduction is a classical technique widely used for data analysis.

artificial intelligence, data mining, machine learning, (17 more...)

Neural Information Processing Systems

Nov-15-2025, 23:58:20 GMT

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Country:
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America
  - Canada (0.04)
  - United States > California
    - Los Angeles County > Long Beach (0.04)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Statistical Learning
      - Dimensionality Reduction (0.63)
    - Representation & Reasoning > Optimization (0.95)
  - Data Science > Data Mining (1.00)

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Multi-Criteria Dimensionality Reduction with Applications to Fairness

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