Distribution-Independent PAC Learning of Halfspaces with Massart Noise

Mar-23-2025, 03:07:21 GMT–Neural Information Processing Systems

We study the problem of distribution-independent PAC learning of halfspaces in the presence of Massart noise.

algorithm, artificial intelligence, machine learning, (15 more...)

Neural Information Processing Systems

Mar-23-2025, 03:07:21 GMT

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Country:
- North America > United States (0.93)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Computational Learning Theory (1.00)
    - Statistical Learning (0.94)
  - Representation & Reasoning (1.00)

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Distribution-Independent PAC Learning of Halfspaces with Massart Noise

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