With NeurIPS 2026 adopting a distributed, multi-site format across Sydney, Atlanta, and Paris, managing attendance is a significant logistical challenge. Given the size of the conference, our primary goal is to provide fair access to participants worldwide while allocating registrations across the three venues. To help clarify the process, here is a breakdown of how […]

Every year, the Conference on Neural Information Processing Systems (NeurIPS) relies on the incredible dedication, vision, and hard work of our volunteer organizing committee. We are so excited to introduce the wonderful group of researchers, practitioners, and leaders who will bring NeurIPS 2026 to life! Earlier this year, we put out a Call for Organizer […]

We are excited to announce the list of NeurIPS 2026 workshops. We received 477 submissions (454 valid), a significant increase over last year’s numbers. From this great batch of submissions, we have accepted 102 workshops: 48, 28, and 26, to be hosted in Sydney, Paris, and Atlanta, respectively. The acceptance rates were 21.5%, 25.4%, and […]

We are delighted to announce the competitions that have been accepted to the NeurIPS 2026 Competition Track. As in previous years, the selection process was highly competitive, with many outstanding submissions spanning a broad range of machine learning research areas and real-world applications. After a careful review process, we selected 16 exceptional competitions that reflect […]

This year, the NeurIPS 2026 Position Paper Track made the decision to require that all papers be substantially human-written, with AI used for only copy-editing or similar peripheral changes to the main text. While we recognize that thoughtful use of AI can result in productivity gains in research, the use of AI to write papers […]

Ethics in ML research is an important part of ensuring the integrity and impact of scientific work, and NeurIPS 2026 is looking for Ethics Reviewers to support this process. If you are able and willing to participate in the review process, please sign up at this form. Feel free to share this call with your […]

When Joelle Pineau launched the first Machine Learning Reproducibility Challenge at ICLR 2018, it was a small community experiment: could we systematically invite researchers to reproduce published results and share what they found?  Eight years and eight editions later, we are delighted to announce that MLRC 2026 will be an official track at NeurIPS 2026 […]