Shuchin Aeron
Computational Mathematics · 2014–2015
A researcher in the Science corpus: 4 papers; trusts 34 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Computational Mathematics — 32 citations into it; #160 of 612 by trust here, #229 by citations
- Computational Mechanics — 28 citations into it; #2,669 of 10,001 by trust here, #4,749 by citations
- Artificial Intelligence — 18 citations into it
- Computational Theory and Mathematics — 18 citations into it
- Computer Vision and Pattern Recognition — 14 citations into it; #21,126 of 21,575 by trust here, #15,955 by citations
- Geophysics — 13 citations into it; #1,398 of 1,958 by trust here, #1,851 by citations
- Signal Processing — 13 citations into it; #2,189 of 7,572 by trust here, #5,570 by citations
- Computer Networks and Communications — 8 citations into it
Whom Shuchin Aeron trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Karen S. Braman
- B. Recht
- Misha Elena Kilmer
- Carla D. Moravitz Martin
- Tamara G. Kolda
- E.J. Candes
- Mauricio D. Sacchi
- Lars Grasedyck
- Silvia Gandy
- David Gross
Who trusts Shuchin Aeron overall
Papers from Shuchin Aeron's perspective
Ordered by how strongly the researchers Shuchin Aeron trusts endorse each paper. Same corpus, a different order for every researcher.
- Tensor Decompositions and Applications
- Exact Matrix Completion via Convex Optimization
- A Singular Value Thresholding Algorithm for Matrix Completion
- Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
- Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem
- Tensor completion and low-n-rank tensor recovery via convex optimization
- Robust principal component analysis?
- Simultaneous seismic data denoising and reconstruction via multichannel singular spectrum analysis
- Tensor Completion for Estimating Missing Values in Visual Data
- ImageNet classification with deep convolutional neural networks
Their papers
- Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD (2014) — 793 citations
- Tensor-Tensor Products with Invertible Linear Transforms (2015) — 355 citations
- 5D seismic data completion and denoising using a novel class of tensor decompositions (2015) — 68 citations
- Exact Tensor Completion Using t-SVD (2015) — 660 citations