2 papers
cs.LG2025
An Introduction to Modern Statistical Learning
Joseph G. Makin
This work in progress aims to provide a unified introduction to statistical learning, building up slowly from classical models like the GMM and HMM to modern neural networks like t…
q-bio.NC2024
Improving Speech Decoding from ECoG with Self-Supervised Pretraining
Brian A. Yuan, Joseph G. Makin
Recent work on intracranial brain-machine interfaces has demonstrated that spoken speech can be decoded with high accuracy, essentially by treating the problem as an instance of su…