Submission deadline: September 24, 2022 AoE
Accept/Reject Notification: October 20, 2022, AoE
Speaker Video Upload Deadline: November 10, 2022, AoE
Camera ready submission deadline: November 18, 2022 AoE
Poster submission deadline: December 2, 2022 AoE
Workshop date: December 9, 2022
The goal of this event is to bring together people from different communities with the common interest in the Deployment of Machine Learning Systems.
We invite submissions of short papers on machine learning systems, their deployment, monitoring and testing, including:
MLOps for deployed ML systems;
Providing privacy and security on ML Systems;
Ethics, fairness, trust and transparency around deploying ML systems;
Useful tools and programming languages for deploying ML systems;
Deploying reinforcement learning in ML systems;
Continual learning, CI/CD pipelines for ML systems;
Data challenges for deployed ML systems;
Open problems in ML systems; challenges and blockers to the successful deployment of ML systems.
The accepted contributions will be presented as pre-recorded videos and live virtual posters. A small number of authors will be invited to take part in one of the two live virtual panel discussions:
Open problems in ML systems
Security and privacy in ML systems.
All the submitted papers should be in PDF format, with a limit of 4 pages, including figures and tables, excluding references and appendices. Formatting instructions are provided on the NeurIPS website. The workshop allows re-submissions of already published work and double submissions. The workshop is non-archival, but PDFs of accepted papers will be shared on the website.
Authors will be asked to confirm that their submissions accord with the NeurIPS code of conduct.
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