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Conference

Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring

Subjects: Machine Learning Safety; Neural Network Runtime Monitoring; Out-Of-Distribution DetectionSpainBarcelona, Spain

  • Source: Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence ; Uncertainty in Artificial Intelligence ; https://hal.science/hal-04579393 ;

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Conference

Load Balancing with Safe Reinforcement Learning ; Equilibrage de charge avec un apprentissage par renforcement sûr

Subjects: Software Defined-Wide Area Network (SD-WAN); Deep Reinforcement Learning (DRL); Control Barrier Function (CBF)Saint-Briac-sur-Mer; France

  • Source: CoRes 2024: 9èmes Rencontres Francophones sur la Conception de Protocoles, l'Évaluation de Performance et l'Expérimentation des Réseaux de Communication ; https://hal.

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Conference

Design space exploration of HPC systems with Random Forest-based Bayesian Optimization

Subjects: Automated Design Space Exploration; Bayesian Optimization; High-Performance ComputingMunich; Germany

  • Source: RAPIDO '24 - Proceedings of the 16th Workshop on Rapid Simulation and Performance Evaluation for Design Optimization: Methods and Tools ; RAPIDO '24: the 16th Workshop on Rapid Simulation and

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Conference

How Important Is Tokenization in French Medical Masked Language Models?

Subjects: SentencePiece; BPE; RoBERTaTorino; Italy

  • Source: Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024) ; https://hal.science/hal-04472399 ; Fourteenth Language Resources and Evaluation Conference

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Conference

DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain

Subjects: NLP evaluation; Benchmarking; Medical domainTorino; Italy

  • Source: Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024) ; https://hal.science/hal-04470938 ; Fourteenth Language Resources and Evaluation Conference

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Conference

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

Subjects: NLP evaluation; Benchmarking; Medical domainTorino; Italy

  • Source: Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024) ; https://hal.science/hal-04470883 ; Fourteenth Language Resources and Evaluation Conference

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Conference

DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain

Subjects: NLP evaluation; Benchmarking; Medical domainTorino; Italy

  • Source: Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024) ; https://hal.science/hal-04470938 ; Fourteenth Language Resources and Evaluation Conference

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