Xiang Cheng
Statistics and Probability · with Bartlett · 2017–2019
A researcher in the Science corpus: 2 papers; trusts 9 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 14 citations into it; #11,436 of 12,932 by trust here, #8,740 by citations
- Applied Mathematics — 7 citations into it
- Optimization & Training — 7 citations into it
- Artificial Intelligence — 6 citations into it
Whom Xiang Cheng trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Boris Polyak
- Radford M. Neal
- Yurii E. Nesterov
- Arnak S. Dalalyan
- Sever Silvestru Dragomir
- Alain Oliviero Durmus
- Gareth O. Roberts
- Cédric Villani
- David Ruppert
- Andreas Eberle
Who trusts Xiang Cheng overall
- Christopher Nemeth
- Michael Arbel
- Wenlong Mou
- Raaz Dwivedi
- Sinho Chewi
- Paul Fearnhead
- Liang Zhou
- Liwei Wang
- Yuansi Chen
Papers from Xiang Cheng's perspective
Ordered by how strongly the researchers Xiang Cheng trusts endorse each paper. Same corpus, a different order for every researcher.
- Exponential convergence of Langevin distributions and their discrete approximations
- Optimal Transport: Old and New
- Handbook of Markov Chain Monte Carlo
- Acceleration of stochastic approximation by averaging
- Theoretical guarantees for approximate sampling from smooth and log‐concave densities
- A method for solving the convex programming problem with convergence rate O(1/k^2)
- The Geometric Foundations of Hamiltonian Monte Carlo
- Generalization of an Inequality by Talagrand and Links with the Logarithmic Sobolev Inequality
- Isotropic Hypoellipticity and Trend to Equilibrium for the Fokker-Planck Equation with a High-Degree Potential
- Hypocoercivity
Their papers
- Underdamped Langevin MCMC: A non-asymptotic analysis (2017) — 342 citations
- Quantitative Central Limit Theorems for Discrete Stochastic Processes (2019) — 5 citations