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INTERVENÇÕES FEDERAL E ESTADUAL
Published 2023-08-01“… Esta monografia tratará da figura da intervenção, que se desdobra em federal, quando trata da ingerência federal na estadual, e em estadual, quando trata da ingerência estadual na municipal. …”
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Article -
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Probabilistic Predictions with Federated Learning
Published 2020-12-01Subjects: Get full text
Article -
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Federated learning for image applications
Published 2021“…For institutions or individuals to train the model together while ensuring data privacy, the concept of federated learning is proposed. In this project, we studied the aggregation algorithm FedAvg of federated learning and applied it to different models and image data. …”
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Final Year Project (FYP) -
272
Federated learning in stock predictions
Published 2021“…The experimental results show that regardless of model parameter adjustments, the traditional LSTM method outperforms the federated LSTM method in accuracy on stock prediction.…”
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Final Year Project (FYP) -
273
Federated graph neural network
Published 2021“…In this project, we implement and introduce a possible alternative means of conducting Graph Neural Network machine learning on privacy-sensitive data by combining a form of de-centralized, privacy-preserving machine learning known as Federated Learning with Graph Neural Networks. Our approach is showcased through the augmentation of the GCN and GraphSAGE GNNs with FL. …”
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Final Year Project (FYP) -
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Study of attacks on federated learning
Published 2021“…This project will study a targeted data poisoning attack against Federated Learning, also known as label flipping attack. …”
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Final Year Project (FYP) -
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Federated learning for algorithmic trading
Published 2024“…By simulating diverse market conditions through various trading and time costs across agents, this project examines the efficacy of federated learning against traditional non-federated training methodologies. …”
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Final Year Project (FYP) -
277
Towards personalized federated learning
Published 2024Subjects: Get full text
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Journal Article -
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Federal proceeds of crime law
Published 2024“…It also contains a wealth of material for those undertaking research or teaching specialised electives in federal criminal law.…”
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