Towards a statistical theory of data selection under weak supervision

Kolossov, Germain, Montanari, Andrea, Tandon, Pulkit

Oct-4-2023–arXiv.org Machine Learning

Given a sample of size $N$, it is often useful to select a subsample of smaller size $n

artificial intelligence, data selection, machine learning, (15 more...)

arXiv.org Machine Learning

Oct-4-2023

Country:
- Europe > United Kingdom
  - England
    - Cambridgeshire > Cambridge (0.04)
    - Oxfordshire > Oxford (0.04)
- North America > United States (0.14)

Genre:
- Research Report > New Finding (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.45)
    - Statistical Learning (0.47)
  - Representation & Reasoning (1.00)

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