Reviews: Approximate Feature Collisions in Neural Nets
–Neural Information Processing Systems
I believe the phenomenon identified here seems interesting and worth considering. The authors point out the work of Jacobsen et al. which addresses a similar topic, but as concurrent work this does not diminish the originality of the paper here. The paper is easy to follow in most parts. The introduction in particular very clearly defines and unpacks the phenomenon of interest. The Method section would benefit from slightly more care in its technical details. For instance, possible edge-cases occur to me in the claim that "the intersection of all the sets listed above is a convex polytope in at least a d-n_p dimensional subspace".
Neural Information Processing Systems
Jan-25-2025, 01:54:12 GMT
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