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theoretical loss bound
theoretical loss bound
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layer-wise optimization
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layer-wise rank
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rank selection
(1)
low-rank factorization
(1)
singular value decomposition
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low-rank approximation
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neural network optimization
(1)
model compression
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Papers
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach
IJCAI 2025
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