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51425b752a0b402ed3effc83fc4bbb74-AuthorFeedback.pdf

Neural Information Processing Systems

Other optimization problems for which the method could be24 demonstrated?] We did additional experiments with features extracted from a pre-trained neural network, andex25 matchedexactlythetesterrorofx ( 10%). Thankyouforpointingthisout.39 [Intuition for why the proposed approach works.]


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Neural Information Processing Systems

We thank the reviewers for their insightful comments. A number of additional experiments were suggested. AQ produces models specifically optimized for robust25 few-shotadaptation. In Section 4.2, we note that43 perturbing support data optimizes the network for adversarial fine-tuning.