The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"
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Updated
Mar 29, 2023 - Python
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generalization-theory
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[ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
distributed-computing privacy-protection decentralized-learning theoretical-deep-learning generalization-theory
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Dec 4, 2023 - Python
Verification code for block-term operator theory: why rank-(L,L,1) block-term neural operators generalise better than CP, Tucker and TT at matched capacity. Four scripts, no data or GPU needed.
machine-learning theory tensor-decomposition cp-decomposition random-matrix-theory tucker-decomposition double-descent operator-learning generalization-theory neural-operators fourier-neural-operator block-term-decomposition inductive-bias statistical-learning-theory
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Jul 18, 2026 - Python
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