March 31, 2020 UPDATE: ACM CHIL 2020 will be held on July 23-25, 2020 at the Sheraton Centre Toronto Hotel in Toronto, Ontario, Canada.

For those attendees who have not yet registered, we have extended the early registration date to July 2.

The ACM Conference on Health, Inference, and Learning (CHIL), targets a cross-disciplinary representation of clinicians and researchers (from industry and academia) in machine learning, health policy, causality, fairness, and other related areas. ACM CHIL 2020 builds on the success of the ML4H Unconference, held in Toronto, and the Machine Learning for Health Workshop at NeurIPS, held in Vancouver. 

The 2020 conference will be held in Toronto from July 23-25, 2020. Our structure is designed to spark insight-driven discussions on new and emerging ideas that may lead to collaboration and discussion.

Conference Timeline

Double blind peer reviews will be conducted to determine acceptance at the end of January 2020. The proceedings are planned to appear in the ACM Digital Library under the SIG CHIL designation.

  • October 30, 2019: Call for Papers
  • December 1, 2019: Submission System online
  • January 13, 2020: Submissions due
  • January 31, 2020: Reviews due
  • February 5, 2020: Author Response begins
  • February 8, 2020: Author Response ends
  • February 12, 2020: Notification of acceptance
  • February 18, 2020: Registration is open! Click here to register
  • February 23, 2002: Doctoral Symposium applications due
  • March 6, 2020: Camera Ready due
  • March 9, 2020: Doctoral Symposia Notifications
  • March 10, 2020: Travel Grant Notifications Sent (DELAYED)
  • April 2, 2020: Proceedings are out!
  • July 2, 2020: Early Registration Ends. Click here to register
  • July 23-25, 2020: Conference in Toronto

Contact Information

Email: For questions/comments, email us at
For announcements, follow us on Twitter @CHILconference