Applied AI Research at AWS with Alex Smola - #487

54:40
 
اشتراک گذاری
 

Manage episode 293503957 series 2355587
توسط TWIML and Sam Charrington توسط Player FM و جامعه ما پیدا شده است - کپی رایت توسط ناشر، و نه متعلق به Player FM، و صدا به طور مستقیم از سرور های آنها پخش می شود.برای پیگیری به روز رسانی در Player FM دکمه اشتراک را بزنید، و یا فید URL را به دیگر برنامه های پادکست بچسبانید.

Today we’re joined by Alex Smola, Vice President and Distinguished Scientist at AWS AI.

We had the pleasure to catch up with Alex prior to the upcoming AWS Machine Learning Summit, and we covered a TON of ground in the conversation. We start by focusing on his research in the domain of deep learning on graphs, including a few examples showcasing its function, and an interesting discussion around the relationship between large language models and graphs. Next up, we discuss their focus on AutoML research and how it's the key to lowering the barrier of entry for machine learning research.

Alex also shares a bit about his work on causality and causal modeling, introducing us to the concept of Granger causality. Finally, we talk about the aforementioned ML Summit, its exponential growth since its inception a few years ago, and what speakers he's most excited about hearing from.

The complete show notes for this episode can be found at https://twimlai.com/go/487.

521 قسمت