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Author

Xiao Zhang

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Aug 2026

Certified Streaming Updates for Machine Learning Models under Limited Throughput.

This paper introduces Scalable Streaming Learning via online Sampling (S3), an efficient model-updating framework designed to handle limited-throughput streaming data while theoretically guaranteeing an approximation to the complete retrained model.

Dongxie Wen, Lu Yi, Feng-Tai Li et al. · 0 citations

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