The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models

Nov-14-2025, 02:08:42 GMT–Neural Information Processing Systems

Macroscopic data aggregated from microscopic events are pe rvasive in machine learning, such as country-level COVID-19 infection statis tics based on city-level data.

data mining, machine learning, prediction, (16 more...)

Neural Information Processing Systems

Nov-14-2025, 02:08:42 GMT

Conferences PDF

Country:
- Asia > Middle East
  - Jordan (0.04)
- Europe > Switzerland
  - Vaud > Lausanne (0.04)
  - Zürich > Zürich (0.04)
- North America
  - Canada (0.04)
  - Trinidad and Tobago > Trinidad
    - Arima > Arima (0.04)
  - United States > Illinois (0.04)

Industry:
- Health & Medicine > Therapeutic Area
  - Immunology (0.70)
  - Infections and Infectious Diseases (0.88)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Statistical Learning (1.00)
    - Representation & Reasoning (1.00)
  - Data Science > Data Mining (0.93)

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The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models

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