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Bayesian Federated Learning/Ushahidi
Rekodi ya ushahidi wa mbinu

Bayesian Federated Learning

Bayesian Federated Learning combines federated learning — where model training is distributed across multiple clients without sharing raw data — with Bayesian inference, so that each client maintains a posterior distribution over model parameters rather than a single point estimate. This yields principled uncertainty quantification and more robust model aggregation across heterogeneous, privacy-preserving data silos.

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Bayesian Federated Learning (Probabilistic Federated Model Aggregation)
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Yurochkin, M., Agarwal, M., Ghosh, S., Greenewald, K., Hoang, N., & Khazaeni, Y. (2019). Bayesian Nonparametric Federated Learning of Neural Networks. Proceedings of the 36th International Conference on Machine Learning (ICML 2019), PMLR 97, 7101–7110. · URL
  • Corinzia, L., & Buhmann, J. M. (2019). Variational Federated Multi-Task Learning. arXiv preprint arXiv:1906.06268. · URL
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See alsoBayesian Logistic Regressionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Transfer Learningmachine-suggested · Relational suggestion, not evidence.Same method familyFederated Learningmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketGaussian Processmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Federated learningmachine-suggested · Relational suggestion, not evidence.

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