Avetik G. Karagulyan

Statistics and Probability · 2017

A researcher in the Science corpus: 1 paper; trusts 10 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

Whom Avetik G. Karagulyan trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

  1. Gareth O. Roberts
  2. Alain Oliviero Durmus
  3. Max Welling
  4. S. Jarner
  5. Eric Moulines
  6. Richard L. Tweedie
  7. Jeffrey S. Rosenthal
  8. Yee Whye Teh
  9. Osnat Stramer
  10. Ernst Hansen

Who trusts Avetik G. Karagulyan overall

  1. G. Peyr'e
  2. Christopher Nemeth
  3. Marco Cuturi
  4. Paul Fearnhead
  5. Santosh Srinivas Vempala

Papers from Avetik G. Karagulyan's perspective

Ordered by how strongly the researchers Avetik G. Karagulyan trusts endorse each paper. Same corpus, a different order for every researcher.

  1. Exponential convergence of Langevin distributions and their discrete approximations
  2. Bayesian Learning via Stochastic Gradient Langevin Dynamics
  3. Geometric ergodicity of Metropolis algorithms
  4. Optimal scaling of discrete approximations to Langevin diffusions
  5. Langevin Diffusions and Metropolis-Hastings Algorithms
  6. Non-asymptotic convergence analysis for the Unadjusted Langevin Algorithm
  7. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
  8. ImageNet classification with deep convolutional neural networks
  9. Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis (Annual Conference Computational Learning Theory)
  10. Learning Multiple Layers of Features from Tiny Images

Their papers