On Blackbox Backpropagation and Jacobian Sensing

Krzysztof M. Choromanski, Vikas Sindhwani

Nov-21-2025, 12:01:06 GMT–Neural Information Processing Systems

From a small number of calls to a given "blackbox" on random input perturbations, we show how to efficiently recover its unknown Jacobian, or estimate the left action of its Jacobian on a given vector.

artificial intelligence, jacobian, machine learning, (17 more...)

Neural Information Processing Systems

Nov-21-2025, 12:01:06 GMT

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Country:
- North America > United States > California > Los Angeles County > Long Beach (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Backpropagation (0.41)
  - Representation & Reasoning (1.00)

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