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Weight-covariance alignment for adversarially robust neural networks.

, , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3047-3056. PMLR, (2021)

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Learning Similarity Metrics by Factorising Adjacency Matrices., , and . CoRR, (2015)Altruistic Decision-Making for Autonomous Driving with Sparse Rewards., and . CoRR, (2020)How Well Do Self-Supervised Models Transfer?, , and . CoRR, (2020)Attacking Adversarial Defences by Smoothing the Loss Landscape., , , and . CoRR, (2022)Meta Mirror Descent: Optimiser Learning for Fast Convergence., , , and . CoRR, (2022)Active Altruism Learning and Information Sufficiency for Autonomous Driving., , and . CoRR, (2021)Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months., , , and . ICBINB, volume 239 of Proceedings of Machine Learning Research, page 65-83. PMLR, (2023)Learning Distance Metrics for Multi-Label Classification., , and . ACML, volume 63 of JMLR Workshop and Conference Proceedings, page 318-333. JMLR.org, (2016)Deep Clustering for Domain Adaptation., , , and . ICASSP, page 4247-4251. IEEE, (2020)Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification., , , , , , , , , and 2 other author(s). CoRR, (2022)