How to Create Detailed Datasheets for AI Datasets
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https://hackernoon.com/how-to-create-detailed-datasheets-for-ai-datasets
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https://hackernoon.com/how-to-create-detailed-datasheets-for-ai-datasets
Hackernoon
How to Create Detailed Datasheets for AI Datasets | HackerNoon
Learn the essential questions and workflow needed to create thorough datasheets for machine learning datasets.
Refining Dataset Documentation: A Two-Year Journey to Improve AI Data Transparency
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https://hackernoon.com/refining-dataset-documentation-a-two-year-journey-to-improve-ai-data-transparency
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https://hackernoon.com/refining-dataset-documentation-a-two-year-journey-to-improve-ai-data-transparency
Hackernoon
Refining Dataset Documentation: A Two-Year Journey to Improve AI Data Transparency | HackerNoon
Explore the meticulous two-year process of developing datasheets for datasets to improve transparency, reduce bias, and enhance AI outcomes.
Standardizing Dataset Documentation to Improve Machine Learning Outcomes
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https://hackernoon.com/standardizing-dataset-documentation-to-improve-machine-learning-outcomes
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https://hackernoon.com/standardizing-dataset-documentation-to-improve-machine-learning-outcomes
Hackernoon
Standardizing Dataset Documentation to Improve Machine Learning Outcomes | HackerNoon
Explore how datasheets for datasets can enhance transparency, reduce bias, and improve outcomes in machine learning models.
Out of One, Many: Using Language Models to Simulate Human Samples
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https://hackernoon.com/out-of-one-many-using-language-models-to-simulate-human-samples
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https://hackernoon.com/out-of-one-many-using-language-models-to-simulate-human-samples
Hackernoon
Out of One, Many: Using Language Models to Simulate Human Samples | HackerNoon
Dive into how datasheets for datasets can enhance transparency, reduce bias, and improve outcomes in machine learning models.
Using Language Models to Simulate Human Samples: Appendix
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https://hackernoon.com/using-language-models-to-simulate-human-samples-appendix
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https://hackernoon.com/using-language-models-to-simulate-human-samples-appendix
Hackernoon
Using Language Models to Simulate Human Samples: Appendix | HackerNoon
Explore the impact and challenges surrounding the adoption of datasheets for datasets.
Using Language Models to Simulate Human Samples: Acknowledgments and References
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https://hackernoon.com/using-language-models-to-simulate-human-samples-acknowledgments-and-references
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https://hackernoon.com/using-language-models-to-simulate-human-samples-acknowledgments-and-references
Hackernoon
Using Language Models to Simulate Human Samples: Acknowledgments and References | HackerNoon
Explore the impact and challenges surrounding the adoption of datasheets for datasets.
Datasheets for Datasets: Impact and Adoption Across Academic and Industry Sectors
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https://hackernoon.com/datasheets-for-datasets-impact-and-adoption-across-academic-and-industry-sectors
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https://hackernoon.com/datasheets-for-datasets-impact-and-adoption-across-academic-and-industry-sectors
Hackernoon
Datasheets for Datasets: Impact and Adoption Across Academic and Industry Sectors | HackerNoon
Explore the impact and challenges surrounding the adoption of datasheets for datasets.
Ensuring Dataset Health: Strategies for Effective Maintenance and Support
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https://hackernoon.com/ensuring-dataset-health-strategies-for-effective-maintenance-and-support
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https://hackernoon.com/ensuring-dataset-health-strategies-for-effective-maintenance-and-support
Hackernoon
Ensuring Dataset Health: Strategies for Effective Maintenance and Support | HackerNoon
Learn about strategies for maintaining and supporting datasets, including erratum management, updates, and data retention policies
Guidelines for Sharing AI Datasets Responsibly
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https://hackernoon.com/guidelines-for-sharing-ai-datasets-responsibly
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https://hackernoon.com/guidelines-for-sharing-ai-datasets-responsibly
Hackernoon
Guidelines for Sharing AI Datasets Responsibly | HackerNoon
Learn how to navigate intellectual property issues and ensure responsible data sharing.
Solve Visual Tracking with Self-Supervised Learning
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https://hackernoon.com/solve-visual-tracking-with-self-supervised-learning
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https://hackernoon.com/solve-visual-tracking-with-self-supervised-learning
Hackernoon
Solve Visual Tracking with Self-Supervised Learning
Visual tracking systems' reliance on large, labeled datasets for training makes it challenging to deploy them in real-world situations.