On neuroscience foundation models - with Andreas Tolias - #24
Episode · Feb 1, 2025
Theoretical Neuroscience Podcast · 1 h 32 min
Podcast, The TWIML AI Podcast
Relational Foundation Models for Enterprise Data
Hosted by Sam Charrington
About
Jure Leskovec connects data-driven biological modelling with relational deep learning. Topics include multiscale virtual-cell models, treating databases as graphs and using in-context prediction across multiple tables. The discussion also covers benchmark evaluation, explanations, agent integration and the practical limitations of relational foundation models.
Topics
- data-driven biological modelling, search World Wide
- relational deep learning, broader topic: deep learning
- multiscale virtual-cell models, search World Wide
- databases as graphs, broader topic: graphs
- in-context prediction, broader topic: prediction
- benchmark evaluation, broader topic: evaluation
- agent integration, search World Wide
- relational foundation models, broader topic: foundation models