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Found 3 papers, 1 papers with code
Towards IID representation learning and its application on biomedical data
Compared to the SOTA baselines supported in WILDS, the results confirm the superior performance of IID representation learning on OOD tasks.
Quantitative CLT for linear eigenvalue statistics of Wigner matrices
In this article, we establish a near-optimal convergence rate for the CLT of linear eigenvalue statistics of Wigner matrices, in Kolmogorov-Smirnov distance.
Probability Mathematical Physics Mathematical Physics Statistics Theory Statistics Theory 60B20, 60F05
Efficient Two-Step Adversarial Defense for Deep Neural Networks
However, the computational cost of the adversarial training with PGD and other multi-step adversarial examples is much higher than that of the adversarial training with other simpler attack techniques.
