The one-day meeting on Frontiers in Statistical Machine Learning (FSML) will take place August 2, 2025, in Nashville, USA.

This inaugural IMS co-sponsored workshop aims to ignite conversations and collaborations at the intersection of statistics and machine learning. Featuring peer-reviewed, open-call submissions for four-page extended abstracts, this event will showcase ideas in statistical machine learning that deserve broader attention within the statistical community.

The workshop will take place on August 2, 2025, at Vanderbilt University in Nashville, Tennessee, just ahead of the 2025 Joint Statistical Meetings (JSM).

There will be two main streams in the 2025 workshop: The Science of Deep Learning, and Statistical Learning from Heterogeneous Data Sources and Generalization. Stay tuned for our call for papers and join us in shaping the future of statistical machine learning!

Dates: paper submission deadline (strict) March 2, 2025. Notification of acceptance by May 2, 2025. Final paper submission by July 2, 2025.