User menu

Spherical Mesh Adaptive Direct Search for Separating Quasi-uncorrelated Sources by Range-based Independent Component Analysis

Bibliographic reference Suviseshamuthu, Easter Selvan ; Borckmans, Pierre ; Chattopadhyay, Amit ; Absil, Pierre-Antoine. Spherical Mesh Adaptive Direct Search for Separating Quasi-uncorrelated Sources by Range-based Independent Component Analysis. In: Neural Computation, Vol. 25, no. 9, p. 2486-2522 (2013)
Permanent URL
  1. Absil P.-A., Gallivan K.A., Joint Diagonalization on the Oblique Manifold for Independent Component Analysis, 10.1109/icassp.2006.1661433
  2. Absil P.-A., Mahony R., Sepulchre R., Optimization Algorithms on Matrix Manifolds : , ISBN:9781400830244, 10.1515/9781400830244
  3. Audet Charles, Dennis J. E., Analysis of Generalized Pattern Searches, 10.1137/s1052623400378742
  4. Audet Charles, Dennis J. E., Mesh Adaptive Direct Search Algorithms for Constrained Optimization, 10.1137/040603371
  5. Boscolo R., Pan H., Roychowdhury V.P., Independent Component Analysis Based on Nonparametric Density Estimation, 10.1109/tnn.2003.820667
  6. Cardoso J.F., Souloumiac A., Blind beamforming for non-gaussian signals, 10.1049/ip-f-2.1993.0054
  7. Coope I. D., Price C. J., Frame Based Methods for Unconstrained Optimization, 10.1023/a:1026429319405
  8. Douglas S.C., Amari S., Kung S.-Y., On gradient adaptation with unit-norm constraints, 10.1109/78.845952
  9. Hyvarinen A., Fast and robust fixed-point algorithms for independent component analysis, 10.1109/72.761722
  10. Hyvärinen A., Neural Computing Surveys, 2, 94 (1999)
  11. Hyvärinen A., Philosophical Transactions of the Royal Society A, 1, 1 (2011)
  12. Hyvärinen Aapo, Karhunen Juha, Oja Erkki, Independent Component Analysis, ISBN:047140540X, 10.1002/0471221317
  13. Karhunen J., Oja E., Wang L., Vigario R., Joutsensalo J., A class of neural networks for independent component analysis, 10.1109/72.572090
  14. Lee John, Vrins Frederic, Verleysen Michel, A Least Absolute Bound Approach to ICA ¿ Application to the MLSP 2006 Competition, 10.1109/mlsp.2006.275519
  15. Lee J. A., Proceedings of the 14th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 351 (2006)
  16. Li Xi-Lin, Adali Tülay, Independent Component Analysis by Entropy Bound Minimization, 10.1109/tsp.2010.2055859
  17. Makeig S., Advances in neural information processing systems, 8, 145 (1996)
  18. Martin D., Fowlkes C., Tal D., Malik J., A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics, 10.1109/iccv.2001.937655
  19. Pham D.-T., Blind separation of instantaneous mixture of sources based on order statistics, 10.1109/78.823964
  20. Pham Dinh Tuan, Joint Approximate Diagonalization of Positive Definite Hermitian Matrices, 10.1137/s089547980035689x
  21. Pham D.-T., Advances in Computational Intelligence and Learning, 377 (2006)
  22. Selvan S. E., Amato U., Gallivan K. A., Chunhong Qi, Carfora M. F., Larobina M., Alfano B., Descent Algorithms on Oblique Manifold for Source-Adaptive ICA Contrast, 10.1109/tnnls.2012.2218060
  23. Selvan S. E., Proceedings of the 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 519 (2012)
  24. Seth Sohan, Rao Murali, Park Il, Principe José C., A Unified Framework for Quadratic Measures of Independence, 10.1109/tsp.2011.2153197
  25. Shen Hao, Diepold Klaus, Hueper Knut, Geometric algorithms for the non-whitened one-unit linear Independent Component Analysis problem, 10.1109/ssp.2009.5278560
  26. Shen Hao, Huper Knut, Block Jacobi-type methods for non-orthogonal joint diagonalisation, 10.1109/icassp.2009.4960326
  27. Shen Hao, Kleinsteuber Martin, Complex Blind Source Separation via Simultaneous Strong Uncorrelating Transform, Latent Variable Analysis and Signal Separation (2010) ISBN:9783642159947 p.287-294, 10.1007/978-3-642-15995-4_36
  28. Stegmann M.B., Ersboll B.K., Larsen R., Fame-a flexible appearance modeling environment, 10.1109/tmi.2003.817780
  29. Torczon Virginia, On the Convergence of Pattern Search Algorithms, 10.1137/s1052623493250780
  30. Trendafilov Nickolay T., Lippert Ross A., The multimode Procrustes problem, 10.1016/s0024-3795(02)00253-7
  31. van der Veen A.-J., Joint diagonalization via subspace fitting techniques, 10.1109/icassp.2001.940221
  32. Vrins F., Lee J.A., Verleysen M., A Minimum-Range Approach to Blind Extraction of Bounded Sources, 10.1109/tnn.2006.889941
  33. Yeredor A., Non-orthogonal joint diagonalization in the least-squares sense with application in blind source separation, 10.1109/tsp.2002.1011195