Reproducibility

concepts · 3 notes linked

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Notes

• A cartel of influential datasets are dominating machine learning research — ML benchmark dataset concentration at elite institutions fragments and biases research progress
• NeurIPS 2021 Paper Checklist Guidelines — NeurIPS submission checklist for responsible ML research transparency standards
• The Big Data Brain Drain: Why Science is in Trouble — Academia's publish-or-perish model drives data-skilled scientists to industry