Pierre Comon

Signal Processing · 1996–2014

A researcher in the Science corpus: 9 papers; trusts 68 researchers and is trusted by 54 researchers here, as inferred from the citation graph.

Subfields

• Signal Processing — 70 citations into it; #916 of 7,572 by trust here, #2,221 by citations
• Computational Mathematics — 66 citations into it; #111 of 612 by trust here, #85 by citations
• Computational Mechanics — 43 citations into it
• Computational Theory and Mathematics — 35 citations into it; #5,344 of 12,182 by trust here, #3,796 by citations
• Computer Vision and Pattern Recognition — 16 citations into it
• Computer Networks and Communications — 14 citations into it
• Artificial Intelligence — 13 citations into it; #13,449 of 35,345 by trust here, #17,110 by citations
• Cognitive Neuroscience — 11 citations into it

Whom Pierre Comon trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. N. Sidiropoulos
2. Rasmus Bro
3. Lieven De Lathauwer
4. Henk A. L. Kiers
5. Joel A. Tropp
6. Stéphane Mallat
7. Michael Elad
8. David L. Donoho
9. P. Paatero
10. Vin de Silva

Who trusts Pierre Comon overall

1. Lieven De Lathauwer
2. Andrzej S. Cichocki
3. Anima Anandkumar
4. Daniel J. Hsu
5. Rong Ge
6. Anh Huy Phan
7. Bruce Reznick
8. Yaroslav N. Shitov
9. Sham M. Kakade
10. Dana Lahat

Papers from Pierre Comon's perspective

Ordered by how strongly the researchers Pierre Comon trusts endorse each paper. Same corpus, a different order for every researcher.

1. Atomic Decomposition by Basis Pursuit
2. ImageNet classification with deep convolutional neural networks
3. Gradient-based learning applied to document recognition
4. Blind beamforming for non-gaussian signals
5. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
6. Signal Processing based on Multilinear Algebra
7. Emergence of simple-cell receptive field properties by learning a sparse code for natural images
8. Regression Shrinkage and Selection via the Lasso
9. Matching pursuits with time-frequency dictionaries
10. Some mathematical notes on three-mode factor analysis

Their papers

• Subtracting a best rank-1 approximation may increase tensor rank (2009) — 66 citations
• Symmetric Tensors and Symmetric Tensor Rank (2008) — 652 citations
• Handbook of Blind Source Separation: Independent Component Analysis and Applications (2010) — 1,755 citations
• Tensors : A brief introduction (2014) — 345 citations
• Tensor decompositions, alternating least squares and other tales (2009) — 519 citations
• Generic and typical ranks of multi-way arrays (2009) — 105 citations
• On the typical rank of real binary forms (2009) — 80 citations
• Enhanced Line Search: A novel method to accelerate Parafac (2005) — 243 citations
• Independent component analysis, a survey of some algebraic methods (1996)