2024 "decision boundary analysis" Papers

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Delivering Inflated Explanations

Yacine Izza, Alexey Ignatiev, Peter Stuckey et al.

AAAI 2024paperarXiv:2306.15272

Disparate Impact on Group Accuracy of Linearization for Private Inference

Saswat Das, Marco Romanelli, Ferdinando Fioretto

ICML 2024posterarXiv:2402.03629

Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models

Xiaofan Bai, Chaoxiang He, Xiaojing Ma et al.

ICML 2024poster

Linking in Style: Understanding learned features in deep learning models

Maren Wehrheim, Pamela Osuna Vargas, Matthias Kaschube

ECCV 2024posterarXiv:2409.16865