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Thomas Fel · Binxu Wang · Michael Lepori · Matthew Kowal · Andrew Lee · Randall Balestriero · Sonia Joseph · Ekdeep Singh Lubana · Talia Konkle · Demba Ba · Martin Wattenberg
Aaron Mueller · Andrew Lee · Shruti Joshi · Ekdeep Singh Lubana · Dhanya Sridhar · Patrik Reizinger
A goal of interpretability is to recover disentangled representations of latent concepts (features) from the activations of neural networks. The quality of features is typically evaluated in isolation, and under implicit independence assumptions that may not hold in practice. Thus, it is unclear...