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Exploring Local Explanations of Nonlinear Models Using Animated Linear
  Projections
v1v2v3 (latest)

Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections

Computational statistics (Zeitschrift) (CSZ), 2022
11 May 2022
N. Spyrison
Dianne Cook
Przemyslaw Biecek
    FAtt
ArXiv (abs)PDFHTMLGithub (2★)

Papers citing "Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections"

3 / 3 papers shown
Model Science: getting serious about verification, explanation and control of AI systems
Model Science: getting serious about verification, explanation and control of AI systems
Przemyslaw Biecek
Wojciech Samek
158
2
0
27 Aug 2025
Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data
Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant DataEnergy and Buildings (Energy Build.), 2024
Mohammad Noorchenarboo
Katarina Grolinger
423
17
0
10 Jan 2025
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
2.7K
21,359
0
16 Feb 2016
1
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