Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation

Floris Holstege; Bram Wouters; Noud Van Giersbergen; Cees Diks

2024 ICML ICML 2024

Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Floris Holstege, Bram Wouters, Noud Van Giersbergen, Cees Diks

Topics

Artificial Intelligence > Core AI > Interpretability Deep Learning > Architectures > Neural Networks

Keywords

iterative algorithm orthogonal subspace concept removal neural network representation joint subspace estimation spurious concepts

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