NIPS Proceedingsβ

Yuanzhi Li

9 Papers

  • Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data (2018)
  • NEON2: Finding Local Minima via First-Order Oracles (2018)
  • Online Improper Learning with an Approximation Oracle (2018)
  • Convergence Analysis of Two-layer Neural Networks with ReLU Activation (2017)
  • Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls (2017)
  • Algorithms and matching lower bounds for approximately-convex optimization (2016)
  • Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods (2016)
  • LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain (2016)
  • Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates (2016)