HMCaT 2022: ICML Workshop on Human-Machine Collaboration and Teaming International Conference on Machine Learning (ICML) 2022 Baltimore, MD, United States, May 26, 2022 |
Conference website | https://sites.google.com/view/icml-2022-hmcat/home |
Submission link | https://easychair.org/conferences/?conf=hmcat2022 |
Abstract registration deadline | May 26, 2022 |
Submission deadline | May 26, 2022 |
We are excited to be hosting the Human Machine-Collaboration and Teaching (HMCaT) Workshop at the International Conference on Machine Learning (ICML) on either July 22 or 23, 2022. Details about our workshop can be found at our website (https://sites.google.com/view/icml-2022-hmcat/home).
Submission Guidelines
We invite submissions of full papers as well as works-in-progress, position papers, and papers describing open problems and challenges. While original contributions are preferred, we also invite submissions of high-quality work that has recently been published in other venues or is concurrently submitted.
Papers should be 4 pages in length (excluding references and acknowledgments) formatted using the ICML template (in the blind non-accepted mode) and submitted online, through this EasyChair CFP page. Accepted papers will be selected for a short oral presentation.
List of Topics
We welcome submissions broadly focused on advancing human-machine collaboration and teaming. Specifically, topics of interest for the workshop include (but are not limited to) theoretical, empirical, and user study-driven works in:
- Human-in-the-loop learning
- Training of systems which complement humans (e.g., deferral-based systems)
- Design choices for decision support systems which enable improved measures of performance
- Visualization or other methods for better explainability to improve team performance
- Theoretical gaurentees on human-AI complementarity
- Out-of-distribution generalization in real-world teaming applications
- Position papers discussing the state-of-the-art and future of human-machine collaboration
Committees
Organizing committee
- Umang Bhatt
- Katie Collins
- Maria De-Arteaga
- Brad Love
- Adrian Weller
Venue
The in-person component of this workshop will be held in Baltimore, Maryland. There will be a virtual option, if needed and/or preferred.
Contact
All questions about submissions should be emailed to Umang (usb20@cam.ac.uk) or Katie (kmc61@cam.ac.uk).