NIPS Proceedingsβ

Andrej Risteski

5 Papers

  • Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo (2018)
  • Algorithms and matching lower bounds for approximately-convex optimization (2016)
  • Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods (2016)
  • Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates (2016)
  • On some provably correct cases of variational inference for topic models (2015)