Window-Based Distribution Shift Detection for Deep Neural Networks

Feb-11-2026, 07:31:06 GMT–Neural Information Processing Systems

Based on this bound, our detector continuously monitors the operation of the network over a test window and fires off an alarm whenever a deviation is detected.

artificial intelligence, distribution shift, machine learning, (17 more...)

Neural Information Processing Systems

Feb-11-2026, 07:31:06 GMT

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Country:
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Genre:
- Research Report
  - Experimental Study (0.47)
  - New Finding (0.46)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Neural Networks > Deep Learning (1.00)
  - Performance Analysis > Accuracy (0.93)

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Window-Based Distribution Shift Detection for Deep Neural Networks

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