most citedTransformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection

9 citations · 15 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023

Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators

Tianyou Li, Fan Chen, Huajie Chen +1

Understanding stochastic gradient descent (SGD) and its variants is essential for machine learning. However, most of the preceding analyses are conducted under amenable conditions…