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Estimating label uncertainty - PowerPoint PPT Presentation

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers

New York University Stern School. Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers. Victor Sheng Foster Provost Panos Ipeirotis. Outsourcing KDD preprocessing.

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439 views • 32 slides

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers. Panos Ipeirotis Stern School of Business New York University. Joint work with Victor Sheng, Foster Provost, and Jing Wang. Motivation. Many task rely on high-quality labels for objects:

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414 views • 31 slides

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Estimating label uncertainty - PowerPoint PPT Presentation

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers