~/talk

Data Sampling Using Data Maps

Talkat PyData Tel Aviv 2022 · on Tuesday, 2022-12-13· [machine-learning, data-visualization]
slides:none on file

Shows how to quantify each training example’s influence on model learning using data maps (metrics like confidence, variability, and correctness) and then use those measures for smarter data sampling. Demonstrates applying these techniques to machine learning training pipelines (no additional technologies beyond standard ML tooling are specified).

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