Data in Deployment
The Hugging Face 🤗 Data Measurements Tool
We created the Hugging Face 🤗 Data Measurements Tool, a no-code interface that helps empower members of the AI community to build, measure, and compare datasets.
Sasha Luccioni
Past and Future of data centric AI
Olga Russakovsky This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Finding millions of label errors with Cleanlab
Curtis G. Northcutt, Anish Athalye, Jonas Mueller This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Q&A with Morning Invited + Keynote Speakers
Sharon Zhou, Douwe Kiela, Peter Mattson, Michael Bernstein, Praveen Paritosh, Lora Aroyo This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Q&A with Afternoon Invited + Keynote Speakers + Closing Remarks
Andrew Ng, Sharon Zhou, Alex Ratner, D. Sculley, Curtis Northcutt, Carole-Jean Wu This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Algorithms for data-centric AI
Anima Anandkumar This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Technical Debt in ML: A Data-Centric View
This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
D. Sculley
Data-Centric AI with Programmatic Supervision
Alex Ratner This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Dynabench: Rethinking Benchmarking in AI
Douwe Kiela This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
DataPerf: Benchmarking data for better ML
Peter Mattson, Praveen Paritosh This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Peter Mattson
Good data, bad data: lessons from a decade of crowdsourcing research
This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Michael Bernstein
Opening Remarks
This video is from the NeurIPS 2021 Data-centric AI workshop proceedings.
Andrew Ng
Page 1 of 3Older Posts