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Poster: A Lightweight Pruning for Mitigating Neural Network Backdoor on Edge

• Authors : Taveira, Gabriel; Zhang, Zijian; Zeng, Zhen

Subjects: Computing methodologies; Machine learning; Machine learning approaches

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Saliency-Guided Lightweight Backdoor Defense for Edge Intelligence

• Authors : Zhang, Zijian; Wu, Liang; Zeng, Zhen

Subjects: Computing methodologies; Machine learning; Machine learning approaches

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Runtime Monitoring for Safety-Critical Vision-based Runway Detection

• Authors : Dario, Mathieu; Chenevier, Florent; Delmas, Kevin ...

Subjects: Runtime Monitoring; Safety-Critical Systems; Safety-Critical Machine LearningToulouse; France

• Source: ANITI Days 2026 - Poster Session ; https://hal.science/hal-05519080 ; ANITI Days 2026 - Poster Session, Feb 2026, Toulouse, France

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Runtime Monitoring for Safety-Critical Vision-based Runway Detection

• Authors : Dario, Mathieu; Chenevier, Florent; Delmas, Kevin ...

Subjects: Runtime Monitoring; Safety-Critical Systems; Safety-Critical Machine LearningToulouse; France

• Source: ANITI Days 2026 - Poster Session ; https://hal.science/hal-05519080 ; ANITI Days 2026 - Poster Session, Feb 2026, Toulouse, France

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FedDiverse: tackling data heterogeneity in federated learning with diversity-driven client selection

• Authors : Gergely D Németh; Eros Fanì; Yeat Jeng Ng

Subjects: Information and computing sciences; Machine learning; 46 Information and Computing Sciences

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PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures

• Authors : Atbir, Hind; Cherfaoui, Farah; Metzler, Guillaume ...

Subjects: Statistical machine learning; Risk measures; Generalization boundsTanger; Morocco

• Source: Proceedings of the Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics (AISTATS 2026) ; AISTATS 2026 - Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics ;

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Robust Detection of Synthetic Tabular Data under Schema Variability

• Authors : Kindji, G. Charbel N.; Fromont, Elisa; Rojas-Barahona, Lina, Maria ...

Subjects: Deep Learning; Tabular data; Data forgerySingapore

• Source: AAAI Press ; AAAI Conference on Artificial Intelligence ; https://hal.science/hal-05012441 ; AAAI Conference on Artificial Intelligence, Jan 2026, Singapore, Singapore

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PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures

• Authors : Atbir, Hind; Cherfaoui, Farah; Metzler, Guillaume ...

Subjects: Statistical machine learning; Risk measures; Generalization boundsTanger; Morocco

• Source: Proceedings of the Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics (AISTATS 2026) ; AISTATS 2026 - Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics ;

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Robust Detection of Synthetic Tabular Data under Schema Variability

• Authors : Kindji, G. Charbel N.; Fromont, Elisa; Rojas-Barahona, Lina, Maria ...

Subjects: Deep Learning; Tabular data; Data forgerySingapore

• Source: AAAI Press ; AAAI Conference on Artificial Intelligence ; https://hal.science/hal-05012441 ; AAAI Conference on Artificial Intelligence, Jan 2026, Singapore, Singapore

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Runtime Monitoring for Safety-Critical Vision-based Runway Detection

• Authors : Dario, Mathieu; Chenevier, Florent; Delmas, Kevin ...

Subjects: Runtime Monitoring; Safety-Critical Systems; Safety-Critical Machine LearningToulouse; France

• Source: ANITI Days 2026 - Poster Session ; https://hal.science/hal-05519080 ; ANITI Days 2026 - Poster Session, Feb 2026, Toulouse, France

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