Petr Tichavský
Computational Mathematics · 2007–2012
A researcher in the Science corpus: 5 papers; trusts 41 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Computational Mathematics — 32 citations into it; #337 of 612 by trust here, #407 by citations
- Signal Processing — 26 citations into it; #6,358 of 7,572 by trust here, #7,112 by citations
- Artificial Intelligence — 18 citations into it; #20,749 of 35,345 by trust here, #27,551 by citations
- Computational Mechanics — 13 citations into it
- Computational Theory and Mathematics — 12 citations into it
- Analytical Chemistry — 7 citations into it
- Computer Vision and Pattern Recognition — 6 citations into it
- Numerical Methods & Scientific Computing — 6 citations into it
Whom Petr Tichavský trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Tamara G. Kolda
- Evrim Acar
- Jean-François Cardoso
- Lucas C. Parra
- Daniel M. Dunlavy
- Rasmus Bro
- Lieven De Lathauwer
- Andrzej S. Cichocki
- Pierre Comon
- Aapo Hyvärinen
Who trusts Petr Tichavský overall
Papers from Petr Tichavský's perspective
Ordered by how strongly the researchers Petr Tichavský trusts endorse each paper. Same corpus, a different order for every researcher.
- Tensor Decompositions and Applications
- Multi-Way Analysis: Applications in the Chemical Sciences
- The N-way Toolbox for MATLAB
- Construction and analysis of degenerate PARAFAC models
- Non-negative tensor factorization with applications to statistics and computer vision (International Conference on Machine Learning)
- A scalable optimization approach for fitting canonical tensor decompositions
- On the uniqueness of multilinear decomposition of N‐way arrays
- Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem
- Blind beamforming for non-gaussian signals
- Some mathematical notes on three-mode factor analysis
Their papers
- On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms (2012) — 18 citations
- Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC (2012) — 125 citations
- CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping (2012) — 62 citations
- Time-Domain Blind Separation of Audio Sources on the Basis of a Complete ICA Decomposition of an Observation Space (2011) — 62 citations
- Time-domain blind audio source separation using advanced ICA methods (2007) — 35 citations