ICML 2024 "robustness analysis" Papers

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Attribution-based Explanations that Provide Recourse Cannot be Robust

Hidde Fokkema, Rianne de Heide, Tim van Erven

ICML 2024poster

Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations

Yongshuo Zong, Tingyang Yu, Ruchika Chavhan et al.

ICML 2024poster

How Smooth Is Attention?

Valérie Castin, Pierre Ablin, Gabriel Peyré

ICML 2024poster

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu, Chenxi Dai, Wangcheng Tao et al.

ICML 2024poster

Robustness of Nonlinear Representation Learning

Simon Buchholz, Bernhard Schölkopf

ICML 2024poster