Linear and nonlinear ICA based on mutual information
By Yujie Zhang, Hongwei Li. 2007
22 citations recorded by the source corpus.
Subfields: Analytical Chemistry, Control and Systems Engineering, Probabilistic & Bayesian Methods, Signal Processing
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Analytical Chemistry
In Control and Systems Engineering
- Yoshua Bengio
- R. Devon Hjelm
- Dougal Maclaurin
- Fabian Pedregosa
- Jitendra Malik
- Ke Li
- Alain Rakotomamonjy
- Gang Luo
In Probabilistic & Bayesian Methods
- R. Devon Hjelm
- Yoshua Bengio
- Adam Trischler
- Pascal Vincent
- Aaron C. Courville
- Kyunghyun Cho
- L. Yao
- Asja Fischer
In Signal Processing
- Adam Trischler
- R. Devon Hjelm
- Karan Grewal
- Samuel Lavoie-Marchildon
- Alex Fedorov
- Yoshua Bengio
- Mirco Ravanelli
- Igor Mordatch
Citations in the corpus
- Learning deep representations by mutual information estimation and maximization (2018, background): “This is the basis of numerous ICA algorithms, some of which are nonlinear (Hyv¨arinen & Pajunen, 1999; Almeida, 2003), but none of which are general enough to apply to deep networks.”