Xiangyu Chang
Computational Mechanics · 2010–2012
A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 29 citations into it
- Computer Vision and Pattern Recognition — 17 citations into it
- Statistical and Nonlinear Physics — 10 citations into it
- Artificial Intelligence — 7 citations into it
- Mathematical Physics — 7 citations into it
- Radiology, Nuclear Medicine and Imaging — 7 citations into it
Whom Xiangyu Chang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Rick Chartrand
- Gitta Kutyniok
- David L. Donoho
- E.J. Candes
- Tom A. B. Snijders
- Peter J. Bickel
- Brian Karrer
Who trusts Xiangyu Chang overall
Papers from Xiangyu Chang's perspective
Ordered by how strongly the researchers Xiangyu Chang trusts endorse each paper. Same corpus, a different order for every researcher.
- Compressed Sensing
- A nonparametric view of network models and Newman–Girvan and other modularities (Proceedings of the National Academy of Sciences of the United States of America)
- Estimation and Prediction for Stochastic Blockmodels for Graphs with Latent Block Structure
- Exact Reconstruction of Sparse Signals via Nonconvex Minimization (IEEE Signal Processing Letters)
- A mixture model for random graphs (Statistics and computing)
- Model‐based clustering for social networks
- Spectral clustering and the high-dimensional stochastic blockmodel
- Latent Space Approaches to Social Network Analysis
- Stochastic blockmodels and community structure in networks
- Consistency of maximum-likelihood and variational estimators in the Stochastic Block Model
Their papers
- Asymptotic Normality of Maximum Likelihood and its Variational Approximation for Stochastic Blockmodels (2012) — 235 citations
- $L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver (2012) — 1,055 citations
- L1/2 regularization (2010) — 420 citations