Zongming Ma
Statistics and Probability · 2011–2015
A researcher in the Science corpus: 7 papers; trusts 65 researchers and is trusted by 49 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 74 citations into it; #679 of 12,932 by trust here, #1,962 by citations
- Artificial Intelligence — 26 citations into it
- Computational Mechanics — 23 citations into it; #530 of 10,001 by trust here, #2,156 by citations
- Economics and Econometrics — 14 citations into it
- Signal Processing — 14 citations into it; #429 of 7,572 by trust here, #1,709 by citations
- Computer Vision and Pattern Recognition — 11 citations into it
- Computational Theory and Mathematics — 10 citations into it
- Statistical Learning Theory — 10 citations into it
Whom Zongming Ma trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Iain M. Johnstone
- David L. Donoho
- Noureddine El Karoui
- Peter J. Forrester
- E.J. Candes
- Debashis Paul
- Robert Tibshirani
- Daniela M. Witten
- Haipeng Shen
- Stéphane Mallat
Who trusts Zongming Ma overall
- Tommaso Cai
- Debashis Paul
- Jianqing Fan
- Fang Han
- Zhou Fan
- Zhao Ren
- Alexander Aue
- Yudong Chen
- Xiao-Tong Yuan
- Martin J. Wainwright
Papers from Zongming Ma's perspective
Ordered by how strongly the researchers Zongming Ma trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Estimating the Dimension of a Model
- On the distribution of the largest eigenvalue in principal components analysis
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Sparse Principal Component Analysis
Their papers
- Sparse Principal Component Analysis and Iterative Thresholding (2011) — 348 citations
- Sparse PCA: Optimal rates and adaptive estimation (2012) — 343 citations
- Accuracy of the Tracy–Widom limits for the extreme eigenvalues in white Wishart matrices (2012) — 85 citations
- Optimal hypothesis testing for high dimensional covariance matrices (2012) — 117 citations
- A Sparse Singular Value Decomposition Method for High-Dimensional Data (2014) — 43 citations
- Non‐parametric methods for doubly robust estimation of continuous treatment effects (2015) — 328 citations
- Pricing catastrophe risk bonds: A mixed approximation method (2013) — 88 citations