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

Andreas Kirsch, Joost van Amersfoort, Yarin Gal

Aug-19-2025, 20:34:02 GMT–Neural Information Processing Systems

A key problem in deep learning is data e ffi ciency.

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

Neural Information Processing Systems

Aug-19-2025, 20:34:02 GMT

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

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