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non-iid data

132 papers

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Also known as

NON-I.I.D. NON-IID

Co-occurring keywords · papers mentioning both

federated learning (104) model aggregation (25) data heterogeneity (12) personalized model (10) knowledge distillation (9) distributed learning (8) convergence analysis (8) domain adaptation (8) privacy preservation (6) client selection (5)

Papers

On the Convergence of FedAvg on Non-IID Data ICLR 2020 The Non-IID Data Quagmire of Decentralized Machine Learning ICML 2020 Training Keyword Spotting Models on Non-IID Data with Federated Learning Interspeech 2020 Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019 Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data AISTATS 2018 Identification and Estimation of Causal Effects from Dependent Data NeurIPS 2018 Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes JMLR 2010