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Conference

PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC

Subjects: Few-Shot Learning; Hardware Acceleration; FPGASingapore

  • Source: 2024 IEEE International Symposium on Circuits and Systems (ISCAS)ISCAS 2024 : IEEE International Symposium on Circuits and Systemshttps://hal.science/hal-04559365ISCAS 2024 : IEEE

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Conference

FLoCoRA: FEDERATED LEARNING COMPRESSION WITH LOW-RANK ADAPTATION

Subjects: Low-Rank Adaptation; Federated Learning; CompressionLyon; France

  • Source: European Signal Processing Conference (EUSIPCO), 2024 32nd ; 32nd European Signal Processing Conference EUSIPCO ; https://hal.science/hal-04617632 ; 32nd European Signal Processing Conference EUSIPCO,

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Conference

A Novel Metric for Measuring Data Quality in Classification Applications

Subjects: Classification; Data Quality; Machine LearningRome; France

  • Source: 16th International Conference on Agents and Artificial Intelligencehttps://uca.hal.science/hal-0462379816th International Conference on Agents and Artificial Intelligence, Feb 2024, Rome,

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Academic Journal

External factors driving surface temperature changes above geothermal systems: answers from deep learning

Subjects: Deep leaning; hydrothermal systems; anomaly detection

  • Source: ISSN: 2296-6463 ; Frontiers in Earth Science ; https://hal.science/hal-04593971 ; Frontiers in Earth Science, 2024, 12, ⟨10.3389/feart.2024.1372621⟩.

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Conference

Federated learning compression designed for lightweight communications

Subjects: Compression; Federated Learning; Embedded SystemsIstanbul; Turkey

  • Source: ICECS 2023: IEEE 30th International Conference on Electronics, Circuits and Systems ; https://hal.science/hal-04251969 ; ICECS 2023: IEEE 30th International Conference on Electronics, Circuits and

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Conference

Multiobjective optimization with a quadratic surrogate-assisted CMA-ES

Subjects: multiobjective optimization; CMA-ES; evolution strategiesLisbon; Portugal

  • Source: GECCO 2023 - Genetic and Evolutionary Computation Conference ; https://hal.science/hal-04078483 ; GECCO 2023 - Genetic and Evolutionary Computation Conference, GECCO, Jul 2023, Lisbon, Portugal.

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Conference

Improving Subtour Elimination Constraint Generation in Branch-and-Cut Algorithms for the TSP with Machine Learning

Subjects: Traveling Salesman Problem; Subtour elimination constraints; Branch-and-CutNice; FranceNice, France

  • Source: 17th learning and intelligent optimization conferencehttps://hal.science/hal-0410268017th learning and intelligent optimization conference, Jun 2023, Nice, France

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