Workshop Program

Tuesday, April 1 2025

Start End Session
09:00 09:15 Welcome and Intro from the SAML OC
09:15 09:30 Xiwei (Sherry) Xu, Dawen (David) Zhang, Qing Liu, Qinghua Lu and Liming Zhu: Agentic RAG with Human-in-the-Retrieval
09:30 09:45 Gaurav Kumbhat and Evaline Ju: Serving LLMs as detectors in workflows with guardrails
09:45 10:00 Nicolas Weeger, Annika Stiehl, Joakim von Kistowski, Stefan Geißelsoder and Christian Uhl: Towards practicable Machine Learning development using AI Engineering Blueprints
10:00 10:30 Coffee Break
10:30 10:50 Malene Christiane Nielsen and Serkan Ayvaz: POE-ML: An automated Pipeline for Optimization and Evaluation of Machine Learning
10:50 11:10 Muhammad Atif, Tommaso Zoppi and Andrea Bondavalli: System-Awareness: an Enabling Condition to Design and Deploy Anomaly Detectors
11:10 11:30 Robert Lowe, Maria Ulan, Thanh Bui, Ana Adell, Jokin Labaien and Axel Brando: Managing Sources of Uncertainty in Utilizing AI in Development and Deployment of Safety-Critical Autonomous Systems
11:30 12:30 Lunch
12:30 13:30 Panel Discussion
13:30 14:20 Working Session
14:20 14:30 Closing Thoughts
14:30 15:00 Coffee Break
15:00 16:00 Special Talk by Len Bass on AI System Architecture