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Mitigating Group Bias in Federated Learning: Beyond Local Fairness
The issue of group fairness in machine learning models, where certain su...
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Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization
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Pruning Deep Neural Networks from a Sparsity Perspective
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A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation
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