Source: IEEE PES ISGT (Innovative Smart Grid Technologies) Europe 2025 ; https://hal.science/hal-05325959 ; IEEE PES ISGT (Innovative Smart Grid Technologies) Europe 2025, IEEE

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RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks

Authors : Tulchinskii, Eduard; Voronkova, Daria; Trofimov, Ilya ...

Subjects: [MATH.MATH-AT]Mathematics [math]/Algebraic Topology [math.AT]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Mai Khao; Thailand

Source: 28th International Conference on Artificial Intelligence and Statisticshttps://hal.science/hal-0532177728th International Conference on Artificial

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Modeling Energy Consumption in Deep Learning Architectures Using Power Laws

Authors : Zoubeirou a Mayaki, Mansour; Charpenay, Victor;

Subjects: Scaling Laws; Green AI; Sustainable AIBologne; Italy

Source: 28th European Conference on Artificial Intelligence (ECAI-2025)https://hal.science/hal-0497747428th European Conference on Artificial Intelligence

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Enhancing Survival Outcomes in Head and Neck Cancer through Joint HPV Classification and Tumor Segmentation

Authors : Chamseddine, Dalal; Ahrari, Shamimeh; Rizkallah, Mira ...

Subjects: Multitask learning Survival prediction PET/CT Head and neck cancer; Multitask learning; Survival predictionDaegeon; South Korea

Source: Lecture Notes in Computer Science (LNCS), MICCAI 2025 ; https://hal.science/hal-05324964 ; Lecture Notes in

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Data-driven Metamodels for Failure Analysis of Power Electronic Modules

Authors : Ghrabli, Mehdi; Bouarroudj, Mounira; Chamoin, Ludovic ...

Subjects: [SPI.NANO]Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronics; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-MO]Computer Science [cs]/Modeling and SimulationBordeaux; France

Source: 36th European Symposium on Reliability of Electron Devices, Failure Physics and Analysis (ESREF 2025)https://hal.science/hal-0532309136th European Symposium

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GaussianBeV: 3D Gaussian representation meets perception models for BeV segmentation

Authors : Chabot, Florian; Granger, Nicolas; Lapouge, Guillaume ...

Subjects: [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Tucson; United States

Source: Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ; WACV 2025 - IEEE/CVF Winter Conference on Applications of

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Constraint-based Network Topology Generation for Evaluating Federated Intrusion Detection Systems

Authors : Lavaur, Léo; Autrel, Fabien; Busnel, Yann ...

Subjects: Federated Learning; Dataset Generation; CybersecurityToulouse; France

Source: Proceedings of the ESORICS 2025 International Workshops ; 1st International Workshop on Assessment with New methodologies, Unified Benchmarks, and environments, of Intrusion detection and response

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Gaussian Processes: from knowledge-informed Machine Learning to optimization

Authors : Rullière, Didier; Le Riche, Rodolphe; Bay, Xavier ...

Subjects: Optimization Under Uncertainty; Bayesian optimization; Gaussian process RegressionClermont -Ferrand; France

Source: HCERES LIMOS visit 2025 ; https://hal.science/hal-05324906 ; HCERES LIMOS visit 2025, Oct 2025, Clermont -Ferrand, France. 2025

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Robustness to Perturbations in the Frequency Domain: Neural Network Verification and Certified Training

Authors : Hanspal, Harleen; De Palma, Alessandro; Lomuscio, Alessio ...

Subjects: Frequency Domain; Neural Network Verification; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Tucson; Arizona; United States

Source: Proceedings of the WACV 2025 Workshop on Out-of-Label Hazards in Autonomous Driving ; WACV 2025 - Workshop on Out-of-Label Hazards in Autonomous Driving ; https://hal.

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Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency

Authors : Alahyane, Abdelkrim; Comte, Céline; Jonckheere, Matthieu ...

Subjects: federated learning; relative delay; throughputBologna; Italy

Source: European Conference on Artificial Intelligence (ECAI) ; https://hal.science/hal-04938472 ; European Conference on Artificial Intelligence (ECAI), Oct 2025, Bologna,

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فلترة النتائج

Deep Active Learning-driven Acceleration of Smart Grids Security Assessment

RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks

Modeling Energy Consumption in Deep Learning Architectures Using Power Laws

Enhancing Survival Outcomes in Head and Neck Cancer through Joint HPV Classification and Tumor Segmentation

Data-driven Metamodels for Failure Analysis of Power Electronic Modules

GaussianBeV: 3D Gaussian representation meets perception models for BeV segmentation

Constraint-based Network Topology Generation for Evaluating Federated Intrusion Detection Systems

Gaussian Processes: from knowledge-informed Machine Learning to optimization

Robustness to Perturbations in the Frequency Domain: Neural Network Verification and Certified Training

Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency

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