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Book Open access Sep 2026

DiCTR: A Distributed Lightweight Second-Order Optimization Algorithm for Deep Model Training

Distributed Cholesky triangular replacement (DiCTR) is proposed, which introduces a lightweight second-order method that employs efficient matrix factorization and sparse matrix replacement techniques to reduce system computation and memory overhead and designs a novel distributed training framework encompassing both d...

Rui-Dong Yan, Liang Jin, Li Wang et al. · 0 citations

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