This Lunch at ICAI session is focused on data management and machine learning. Two labs, AIRLab (Ahold Delhaize & UvA) and AI for Fintech lab (ING & TU Delft) present their work on Data Management. Sebastian Schelter (University of Amsterdam) and Asterios Katsifodimos (Delft University of Technology) will each present their work on data management for machine learning and discuss challenges and developments made.
12.00 (noon): Sebastian Schelter (UvA) & Stefan Grafberger (UvA) from the AIRLab, together with Ahold Delhaize, about ‘Towards Automated Validation and Inspection of Machine Learning Pipelines’
12.20: Asterios Katsifodimos (TU Delft) from the AI for Fintech Lab together with ING, about ‘Valentine: Evaluating Matching Techniques for Dataset Discovery’
12.40: Discussion what’s next in Data management for machine learning
13.00: End
