Kim-Chuan Toh
Computational Mechanics · 2002–2012
A researcher in the Science corpus: 8 papers; trusts 37 researchers and is trusted by 37 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 24 citations into it; #6,600 of 10,001 by trust here, #6,287 by citations
- Computer Vision and Pattern Recognition — 11 citations into it
- Electrical and Electronic Engineering — 11 citations into it; #14,211 of 16,539 by trust here, #13,963 by citations
- Computational Theory and Mathematics — 10 citations into it; #1,230 of 12,182 by trust here, #2,161 by citations
- Numerical Analysis — 10 citations into it; #355 of 3,586 by trust here, #457 by citations
- Optimization & Training — 8 citations into it
- Mathematical Optimization — 7 citations into it
- Artificial Intelligence — 6 citations into it
Whom Kim-Chuan Toh trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yurii E. Nesterov
- E.J. Candes
- Y. Saad
- Shuiwang Ji
- Stephen J. Wright
- B. Recht
- Jian-Feng Cai
- Amir Beck
- Shiqian Ma
- Robert Tibshirani
Who trusts Kim-Chuan Toh overall
- Zhouchen Lin
- Feiping Nie
- Bart Vandereycken
- Donald Goldfarb
- Zaiwen Wen
- Qingru Zhang
- Ting Kei Pong
- Maryam Fazel
- Ohad Shamir
- Weiwei Liu
Papers from Kim-Chuan Toh's perspective
Ordered by how strongly the researchers Kim-Chuan Toh trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Atomic Decomposition by Basis Pursuit
- Sparse Reconstruction by Separable Approximation
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- A Singular Value Thresholding Algorithm for Matrix Completion
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Exact Matrix Completion via Convex Optimization
- An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
Their papers
- Solving semidefinite-quadratic-linear programs using SDPT3 (2003) — 1,310 citations
- Semidefinite Programming Approaches for Sensor Network Localization With Noisy Distance Measurements (2006) — 509 citations
- An efficient diagonal preconditioner for finite element solution of Biot's consolidation equations (2002) — 70 citations
- Block preconditioners for symmetric indefinite linear systems (2004) — 54 citations
- SIAM Journal on Optimization (2012) — 143 citations
- A Newton-CG Augmented Lagrangian Method for Semidefinite Programming (2010) — 443 citations
- An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems (2009) — 999 citations
- Superlinear Convergence of a Newton-Type Algorithm for Monotone Equations (2005) — 138 citations