Join this moderated roundtable discussion group of 10-20 attendees focusing on novel training and learning paradigms for ML.
There will be several moderators per topic area to allow for multiple tables and questions will be prepared in advance. Each group will be multidisciplinary with representation from across the tech stack. Attendees who have registered for the event will be able to sign up for the roundtable discussion groups closer to the event, or via an AI Hardware & Edge AI Summit sales representative.
The subtopics to be discussed will include:
- Limitations of current training architectures and paradigms
- Use cases and challenges for distributed learning (i.e. federated learning)
- Data centric AI + few & low shot learning methods for efficient training
- Datasets for ML training - Open Source options