BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

Andreas Kirsch, Joost van Amersfoort, Yarin Gal

Mar-26-2025, 06:30:07 GMT–Neural Information Processing Systems

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

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

Neural Information Processing Systems

Mar-26-2025, 06:30:07 GMT

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Country:
- North America (0.28)

Genre:
- Research Report (0.46)

Industry:
- Energy > Oil & Gas
  - Midstream (0.93)
- Materials > Chemicals
  - Commodity Chemicals > Petrochemicals
    - LNG (0.93)
  - Industrial Gases > Liquified Gas (0.93)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Learning Graphical Models > Directed Networks
    - Bayesian Learning (0.51)
  - Neural Networks > Deep Learning (1.00)

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BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

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