Auditing Local Explanations is Hard

Nov-14-2025, 14:26:15 GMT–Neural Information Processing Systems

We prove upper and lower bounds on the amount of queries that are needed for an auditor to succeed within this framework.

explanation, machine learning, natural language, (20 more...)

Neural Information Processing Systems

Nov-14-2025, 14:26:15 GMT

Conferences PDF

Country:
- Europe
  - France > Île-de-France
    - Paris > Paris (0.04)
  - Germany > Baden-Württemberg
    - Tübingen Region > Tübingen (0.14)
  - Italy > Marche
    - Ancona Province > Ancona (0.04)
  - Poland (0.04)
  - United Kingdom > North Sea
    - Central North Sea (0.04)

Genre:
- Research Report > Experimental Study (0.93)

Industry:
- Law (0.45)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Natural Language (1.00)
  - Representation & Reasoning (0.92)