"trustworthy machine learning" Papers

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Constructing Fair Latent Space for Intersection of Fairness and Explainability

Hyungjun Joo, Hyeonggeun Han, Sehwan Kim et al.

AAAI 2025paperarXiv:2412.17523
2
citations

Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection

Hengzhuang Li, Teng Zhang

ICLR 2025arXiv:2501.16718
3
citations

DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction

Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

AAAI 2024paperarXiv:2303.01141
8
citations

Trustworthy Actionable Perturbations

Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon

ICML 2024arXiv:2405.11195
2
citations