conftrace_

label skew

6 papers

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Co-occurring keywords

federated learning (1333) data heterogeneity (115) decentralized stochastic gradient descent (8) neighborhood heterogeneity (1) client clustering (10) label distribution (60) geometric shape (12) robust recognition (6) model concatenation (1) vacant class (1)

Papers

Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025
Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning CVPR 2025
Exploiting Label Skews in Federated Learning with Model Concatenation AAAI 2024
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data AISTATS 2023
Skew-Robust Human-Object Interactions in Videos WACV 2023