AutoGluon: The Story
Today we're talking with Nick Erickson from AutoGluon. We discuss AutoGluon's fascinating origin story, its unique point of view, the science and engineering behind some of its unique contributions, ...
5 Syys 20233h 13min
How to Integrate Logic and Argumentation into Human-Centric AutoML
Today we're talking with Joseph Giovanelli about his work on integrating logic and argumentation into AutoML systems. Joseph is a PhD student at the University of Bologna. He was more recently in Han...
26 Kesä 202343min
How to Design an AutoML System using Error Decomposition
Today we're talking with Caitlin Owen, a post-doc at the University of Otago about her work on error decomposition. She recently published a paper titled "Towards Explainable AutoML Using Error Decom...
4 Kesä 202328min
The Semantic Layer and AutoML
Today we're talking with Gaurav Rao, the EVP & GM of Machine Learning and AI at AtScale, a company centered around the semantic layer. For some time now, I've been feeling that there is a deep connec...
16 Touko 202357min
Foundation Models: The term and its origins
Today Ankush Garg is speaking with Rishi Bommasani, PhD student at Stanford and one of the originator of the term Foundation Models. They’re talking about the origins of the term Foundation Model, wh...
29 Huhti 20231h 10min
The Business and Engineering of AutoML Products with Raymond Peck
Today we're talking with Raymond Peck, a senior engineer and director in the AutoML space. He spent time at H2O, dotData, Alteryx and many other places. This is a fascinating conversation about the b...
6 Huhti 20232h 1min
TabPFN: A Revolution in AutoML?
Today we’re talking to Noah Hollmann and Samuel Muller about their paper on TabPFN - which is an incredible spin on AutoML based on Bayesian inference and transformers. [Quick note on audio quality]:...
2 Maalis 20231h 16min
How financial institutions manage model risk
Today we’re talking to Sean Sexton, the Director of Modeling and Analytics Consulting at KPMG, about the role of models in financial institutions and how the risks associated with them is managed. Th...
7 Helmi 20231h 12min
