conftrace_

non-iid datum

109 papers

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Co-occurring keywords

federated learning (1333) model aggregation (156) personalized model (89) knowledge distillation (3725) distributed learning (563) domain adaptation (4595) data heterogeneity (115) privacy preservation (380) convergence analysis (395) client selection (23)

Papers

Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021
Federated Graph Classification over Non-IID Graphs NIPS 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
Training Keyword Spotting Models on Non-IID Data with Federated Learning INTERSPEECH 2020
The Non-IID Data Quagmire of Decentralized Machine Learning ICML 2020
Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019
Identification and Estimation of Causal Effects from Dependent Data NIPS 2018
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data AISTATS 2018
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes JMLR 2010