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SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization.

, , , , , and . CoRR, (2024)

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The Causal Impact of Credit Lines on Spending Distributions., , , , , , , , and . AAAI, page 180-187. AAAI Press, (2024)Understanding distributional ambiguity via non-robust chance constraint., , , , and . ICAIF, page 42:1-42:8. ACM, (2020)A Unified Domain Adaptation Framework with Distinctive Divergence Analysis., , , , , , and . Trans. Mach. Learn. Res., (2022)Deep into The Domain Shift: Transfer Learning through Dependence Regularization., , , , , , , and . CoRR, (2023)Probabilistic Learning of Multivariate Time Series with Temporal Irregularity., , and . CoRR, (2023)The Causal Learning of Retail Delinquency., , , , , , and . AAAI, page 204-212. AAAI Press, (2021)A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 4629-4642. PMLR, (2023)Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information., , , , , and . PRICAI (2), volume 13630 of Lecture Notes in Computer Science, page 3-16. Springer, (2022)Understanding Distributional Ambiguity via Non-robust Chance Constraint., , , and . CoRR, (2019)Unveiling the Potential of Robustness in Evaluating Causal Inference Models., , , , and . CoRR, (2024)