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Scientific method, Science, Research, Open research, Reproducibility, Academic publishing
Tech Research is Facing a Replication Crisis and Everyone is Blaming Everyone
AI already suffers from the black-box problem and the lack of transparency on research only aggravates the issue.
Tech Research is Facing a Replication Crisis and Everyone is Blaming Everyone
AI already suffers from the black-box problem and the lack of transparency on research only aggravates the issue.
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Data meets science: Open access, code, datasets, and knowledge graphs for machine learning research and beyond
A new interconnected ecosystem for research is shaping up, and machine learning is just the tip of the iceberg.
Building the foundation for future research through Open data, code and protocols
In this piece, we explore the components of that investigation that can support reproducibility by making research more easily verifiable: data, code, and protocols. Easily reproducible ...
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Furious AI researcher creates a list of non-reproducible machine learning papers
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AI is wrestling with a replication crisis
Last month Nature published a damning response written by 31 scientists to a study from Google Health that had appeared in the journal earlier this year. Google was describing successful ...
One researcher’s mission to encourage reproducibility in machine learning
To encourage reproducibility in machine learning research, Papers Without Code, a new website, will regularly publish a list of unreproducible ML papers.
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Artificial Intelligence Accelerates Search for COVID-19 Treatments
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Nvidia launches Project MONAI AI framework for health care research in alpha
Medical researchers from China, Germany, and the U.S. contributed to MONAI, an AI framework being tied into Nvidia's Clara medical imaging tools.
BLOOM Is the Most Important AI Model of the Decade
Not DALL·E 2, not PaLM, not AlphaZero, not even GPT-3.
Assessing Markers of Reproducibility and Transparency in Smoking Behaviour Change Intervention Evaluations
<i>Introduction</i>. Activities promoting research reproducibility and transparency are crucial for generating trustworthy evidence. Evaluation of smoking interventions is one area where ...
Theme Editor's Introduction to Reproducibility and Replicability in Science
The National Academies of Science, Engineering, and Medicine (NASEM) recently published a consensus report: Reproducibility and Replicability in Science (NASEM, 2019), a summary of which is ...