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ENTITY Data-Centric AI Pipelines

Data-Centric AI Pipelines

PulseAugur coverage of Data-Centric AI Pipelines — every cluster mentioning Data-Centric AI Pipelines across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_169701 ·

    Random sampling outperforms complex methods for AI data quality profiling

    A new research paper introduces a benchmark for data quality profiling in large-scale AI pipelines, evaluating nine different sampling strategies. The study found that simple, schema-free random uniform sampling perform…