2025 "randomized smoothing" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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AdaptDel: Adaptable Deletion Rate Randomized Smoothing for Certified Robustness

Zhuoqun Huang, Neil Marchant, Olga Ohrimenko et al.

NeurIPS 2025posterarXiv:2511.09316

Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks

Bowei He, Lihao Yin, Huiling Zhen et al.

ICLR 2025posterarXiv:2502.06892
3
citations

Fortifying Time Series: DTW-Certified Robust Anomaly Detection

Shijie Liu, Tansu Alpcan, Christopher Leckie et al.

NeurIPS 2025oral

One Sample is Enough to Make Conformal Prediction Robust

Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski

NeurIPS 2025posterarXiv:2506.16553
3
citations