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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “subspace-median”

Byzantine-Resilient Federated PCA and Low Rank Column-wise Sensingcs.IT

Novel algorithm resists Byzantine attacks in federated learning for PCA and LRCS.

problem Byzantine attacks in federated learning for PCA and LRCS.

method Subspace-Median algorithm for federated PCA, altGDmin for LRCS.

result Provably Byzantine-resilient communication-efficient and sample-efficient algorithms.

Byzantine attacks federated learning PCA LRCS subspace-median

2023-09-25abs ↗pdf ↗