Applied Machine Learning
topic on 1 show · 2 statements across 2 episodes
2 statements about Applied Machine Learning, every show
Specialized Equivariant Architectures Vastly Outperform Simple Transformers in Molecular ML
“This field is one of the I would argue very few fields in applied machine learning where we still have kind of architecture. They are Very specialized. And, you know, there are many people that have tried to replace these architectures with, you know, simple t…”
Huber: A couple hundred high-quality labeled examples offer massive ML returns
“Having worked in applied machine learning developer tools now for 10 years, like the returns to a very high quality small label data set are so high. Everybody thinks you have to have like a million examples or whatever. No, actually just like a couple hundred…”