Rui Yuan
Scholar

Rui Yuan

Google Scholar ID: 4QZgrj0AAAAJ
Unknown affiliation
Machine learningDeep learningReinforcement learningOptimization
Citations & Impact
All-time
Citations
256
 
H-index
5
 
i10-index
4
 
Publications
11
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • Understanding In-Context Learning in Transformers, ICLR Blogposts Track, 2024
  • A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence, NeurIPS, 2023
  • Thesis: Stochastic Second Order Methods and Finite Time Analysis of Policy Gradient Methods, 2023
  • Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies, ICLR, 2023
  • A General Sample Complexity Analysis of Vanilla Policy Gradient, AISTATS, 2022
  • SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums, AISTATS, 2022
  • Sketched Newton-Raphson, SIAM Journal on Optimization (SIOPT), 2022