Arvind Ganesh
Computational Mechanics · 2009–2012
A researcher in the Science corpus: 9 papers; trusts 47 researchers and is trusted by 295 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 101 citations into it; #461 of 10,001 by trust here, #177 by citations
- Computer Vision and Pattern Recognition — 94 citations into it; #2,292 of 21,575 by trust here, #1,912 by citations
- Signal Processing — 37 citations into it; #6,383 of 7,572 by trust here, #6,355 by citations
- Optimization & Training — 27 citations into it
- Biomedical Engineering — 23 citations into it
- Mathematical Optimization — 19 citations into it
- Statistics and Probability — 18 citations into it
- Statistical Learning Theory — 17 citations into it
Whom Arvind Ganesh trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- E.J. Candes
- David L. Donoho
- Yurii E. Nesterov
- Jian-Feng Cai
- Terence Tao
- Kim-Chuan Toh
- Peter N. Belhumeur
- John Wright
- Robert Tibshirani
- Athinodoros S. Georghiades
Who trusts Arvind Ganesh overall
- Lei Zhang
- Thierry Bouwmans
- Meng Yang
- Julien Mairal
- Shuhang Gu
- Zhouchen Lin
- Wangmeng Zuo
- Xue Mei
- Guangcan Liu
- Qi Xie
Papers from Arvind Ganesh's perspective
Ordered by how strongly the researchers Arvind Ganesh trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Regression Shrinkage and Selection via the Lasso
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Atomic Decomposition by Basis Pursuit
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Long Short-Term Memory
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Robust Face Recognition via Sparse Representation (2009) — 9,783 citations
- RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images (2010) — 1,045 citations
- Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation (2012) — 680 citations
- Fast ℓ1-minimization algorithms and an application in robust face recognition: A review (2010) — 476 citations
- Robust Photometric Stereo via Low-Rank Matrix Completion and Recovery (2010) — 344 citations
- Fast L1-Minimization Algorithms For Robust Face Recognition (2010) — 311 citations
- Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization (2009) — 1,441 citations
- Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices (2009) — 363 citations
- Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix (2009) — 531 citations